Pandas Profiling Report

Dataset statistics

Number of variables	46
Number of observations	84
Missing cells	479
Missing cells (%)	12.4%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	95.3 KiB
Average record size in memory	1.1 KiB

Variable types

Numeric	28
Categorical	11
Text	3
DateTime	1
Boolean	1
Unsupported	2

Alerts

`DataYear` has constant value ""	Constant
`City` has constant value ""	Constant
`State` has constant value ""	Constant
`DefaultData` has constant value ""	Constant
`ComplianceStatus` has constant value ""	Constant
`OSEBuildingID` is highly overall correlated with `TaxParcelIdentificationNumber`	High correlation
`TaxParcelIdentificationNumber` is highly overall correlated with `OSEBuildingID` and 2 other fields	High correlation
`CouncilDistrictCode` is highly overall correlated with `Longitude` and 1 other fields	High correlation
`Latitude` is highly overall correlated with `BuildingType` and 3 other fields	High correlation
`Longitude` is highly overall correlated with `CouncilDistrictCode` and 1 other fields	High correlation
`YearBuilt` is highly overall correlated with `PropertyGFAParking`	High correlation
`PropertyGFATotal` is highly overall correlated with `PropertyGFABuilding(s)` and 8 other fields	High correlation
`PropertyGFAParking` is highly overall correlated with `YearBuilt`	High correlation
`PropertyGFABuilding(s)` is highly overall correlated with `PropertyGFATotal` and 8 other fields	High correlation
`LargestPropertyUseTypeGFA` is highly overall correlated with `PropertyGFATotal` and 7 other fields	High correlation
`SecondLargestPropertyUseTypeGFA` is highly overall correlated with `PropertyGFATotal` and 7 other fields	High correlation
`ThirdLargestPropertyUseTypeGFA` is highly overall correlated with `BuildingType` and 4 other fields	High correlation
`ENERGYSTARScore` is highly overall correlated with `SiteEUI(kBtu/sf)` and 6 other fields	High correlation
`SiteEUI(kBtu/sf)` is highly overall correlated with `ENERGYSTARScore` and 7 other fields	High correlation
`SiteEUIWN(kBtu/sf)` is highly overall correlated with `ENERGYSTARScore` and 8 other fields	High correlation
`SourceEUI(kBtu/sf)` is highly overall correlated with `ENERGYSTARScore` and 8 other fields	High correlation
`SourceEUIWN(kBtu/sf)` is highly overall correlated with `ENERGYSTARScore` and 8 other fields	High correlation
`SiteEnergyUse(kBtu)` is highly overall correlated with `PropertyGFATotal` and 13 other fields	High correlation
`SiteEnergyUseWN(kBtu)` is highly overall correlated with `PropertyGFATotal` and 13 other fields	High correlation
`Electricity(kWh)` is highly overall correlated with `PropertyGFATotal` and 10 other fields	High correlation
`Electricity(kBtu)` is highly overall correlated with `PropertyGFATotal` and 10 other fields	High correlation
`NaturalGas(therms)` is highly overall correlated with `NaturalGas(kBtu)` and 6 other fields	High correlation
`NaturalGas(kBtu)` is highly overall correlated with `NaturalGas(therms)` and 6 other fields	High correlation
`TotalGHGEmissions` is highly overall correlated with `PropertyGFATotal` and 13 other fields	High correlation
`GHGEmissionsIntensity` is highly overall correlated with `ENERGYSTARScore` and 8 other fields	High correlation
`BuildingType` is highly overall correlated with `Latitude` and 16 other fields	High correlation
`PrimaryPropertyType` is highly overall correlated with `ThirdLargestPropertyUseTypeGFA` and 4 other fields	High correlation
`Neighborhood` is highly overall correlated with `CouncilDistrictCode` and 5 other fields	High correlation
`NumberofBuildings` is highly overall correlated with `Latitude` and 4 other fields	High correlation
`LargestPropertyUseType` is highly overall correlated with `PrimaryPropertyType` and 1 other fields	High correlation
`SecondLargestPropertyUseType` is highly overall correlated with `TaxParcelIdentificationNumber` and 4 other fields	High correlation
`ThirdLargestPropertyUseType` is highly overall correlated with `TaxParcelIdentificationNumber` and 9 other fields	High correlation
`BuildingType` is highly imbalanced (61.0%)	Imbalance
`NumberofBuildings` is highly imbalanced (81.1%)	Imbalance
`SecondLargestPropertyUseType` has 39 (46.4%) missing values	Missing
`SecondLargestPropertyUseTypeGFA` has 39 (46.4%) missing values	Missing
`ThirdLargestPropertyUseType` has 62 (73.8%) missing values	Missing
`ThirdLargestPropertyUseTypeGFA` has 62 (73.8%) missing values	Missing
`YearsENERGYSTARCertified` has 82 (97.6%) missing values	Missing
`ENERGYSTARScore` has 27 (32.1%) missing values	Missing
`Comments` has 84 (100.0%) missing values	Missing
`Outlier` has 84 (100.0%) missing values	Missing
`OSEBuildingID` has unique values	Unique
`PropertyName` has unique values	Unique
`Address` has unique values	Unique
`PropertyGFATotal` has unique values	Unique
`PropertyGFABuilding(s)` has unique values	Unique
`LargestPropertyUseTypeGFA` has unique values	Unique
`SourceEUIWN(kBtu/sf)` has unique values	Unique
`SiteEnergyUse(kBtu)` has unique values	Unique
`SiteEnergyUseWN(kBtu)` has unique values	Unique
`Electricity(kWh)` has unique values	Unique
`Electricity(kBtu)` has unique values	Unique
`TotalGHGEmissions` has unique values	Unique
`Comments` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`Outlier` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`PropertyGFAParking` has 54 (64.3%) zeros	Zeros
`SecondLargestPropertyUseTypeGFA` has 4 (4.8%) zeros	Zeros
`ThirdLargestPropertyUseTypeGFA` has 3 (3.6%) zeros	Zeros
`SteamUse(kBtu)` has 63 (75.0%) zeros	Zeros
`NaturalGas(therms)` has 14 (16.7%) zeros	Zeros
`NaturalGas(kBtu)` has 14 (16.7%) zeros	Zeros

Reproduction

Analysis started	2023-08-01 10:35:56.130514
Analysis finished	2023-08-01 10:37:50.539106
Duration	1 minute and 54.41 seconds
Software version	ydata-profiling vv4.3.2
Download configuration	config.json

OSEBuildingID
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	84
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	67.119048

Minimum	1
Maximum	163
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.3 KiB

Quantile statistics

Minimum	1
5-th percentile	8.15
Q1	28.5
median	62.5
Q3	104.5
95-th percentile	138.55
Maximum	163
Range	162
Interquartile range (IQR)	76

Descriptive statistics

Standard deviation	43.132021
Coefficient of variation (CV)	0.64261968
Kurtosis	-1.0683919
Mean	67.119048
Median Absolute Deviation (MAD)	38
Skewness	0.25130736
Sum	5638
Variance	1860.3712
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	1.2%
85	1	1.2%
103	1	1.2%
102	1	1.2%
100	1	1.2%
98	1	1.2%
96	1	1.2%
95	1	1.2%
89	1	1.2%
86	1	1.2%
Other values (74)	74	88.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	1.2%
2	1	1.2%
3	1	1.2%
5	1	1.2%
8	1	1.2%
9	1	1.2%
10	1	1.2%
11	1	1.2%
12	1	1.2%
15	1	1.2%

Value	Count	Frequency (%)
163	1	1.2%
147	1	1.2%
145	1	1.2%
144	1	1.2%
139	1	1.2%
136	1	1.2%
132	1	1.2%
131	1	1.2%
121	1	1.2%
120	1	1.2%

DataYear
Categorical

CONSTANT

Distinct	1
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	5.7 KiB

2016	84

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	336
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2016
2nd row	2016
3rd row	2016
4th row	2016
5th row	2016

Common Values

Value	Count	Frequency (%)
2016	84	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2016	84	100.0%

Most occurring characters

Value	Count	Frequency (%)
2	84	25.0%
0	84	25.0%
1	84	25.0%
6	84	25.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	336	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	84	25.0%
0	84	25.0%
1	84	25.0%
6	84	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	336	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	84	25.0%
0	84	25.0%
1	84	25.0%
6	84	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	336	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	84	25.0%
0	84	25.0%
1	84	25.0%
6	84	25.0%

BuildingType
Categorical

HIGH CORRELATION IMBALANCE

Distinct	3
Distinct (%)	3.6%
Missing	0
Missing (%)	0.0%
Memory size	6.5 KiB

NonResidential	73
Nonresidential COS	10
Campus	1

Length

Max length	18
Median length	14
Mean length	14.380952
Min length	6

Characters and Unicode

Total characters	1208
Distinct characters	19
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	1.2%

Sample

1st row	NonResidential
2nd row	NonResidential
3rd row	NonResidential
4th row	NonResidential
5th row	NonResidential

Common Values

Value	Count	Frequency (%)
NonResidential	73	86.9%
Nonresidential COS	10	11.9%
Campus	1	1.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
nonresidential	83	88.3%
cos	10	10.6%
campus	1	1.1%

Most occurring characters

Value	Count	Frequency (%)
n	166	13.7%
e	166	13.7%
i	166	13.7%
a	84	7.0%
s	84	7.0%
t	83	6.9%
l	83	6.9%
o	83	6.9%
N	83	6.9%
d	83	6.9%
Other values (9)	127	10.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1011	83.7%
Uppercase Letter	187	15.5%
Space Separator	10	0.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	166	16.4%
e	166	16.4%
i	166	16.4%
a	84	8.3%
s	84	8.3%
t	83	8.2%
l	83	8.2%
o	83	8.2%
d	83	8.2%
r	10	1.0%
Other values (3)	3	0.3%

Uppercase Letter

Value	Count	Frequency (%)
N	83	44.4%
R	73	39.0%
C	11	5.9%
O	10	5.3%
S	10	5.3%

Space Separator

Value	Count	Frequency (%)
	10	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1198	99.2%
Common	10	0.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	166	13.9%
e	166	13.9%
i	166	13.9%
a	84	7.0%
s	84	7.0%
t	83	6.9%
l	83	6.9%
o	83	6.9%
N	83	6.9%
d	83	6.9%
Other values (8)	117	9.8%

Common

Value	Count	Frequency (%)
	10	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1208	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	166	13.7%
e	166	13.7%
i	166	13.7%
a	84	7.0%
s	84	7.0%
t	83	6.9%
l	83	6.9%
o	83	6.9%
N	83	6.9%
d	83	6.9%
Other values (9)	127	10.5%

PrimaryPropertyType
Categorical

HIGH CORRELATION

Distinct	13
Distinct (%)	15.5%
Missing	0
Missing (%)	0.0%
Memory size	6.1 KiB

Hotel	37
Other	18
Small- and Mid-Sized Office	8
Mixed Use Property	4
K-12 School	4
Other values (8)	13

Length

Max length	27
Median length	5
Mean length	9.4285714
Min length	5

Characters and Unicode

Total characters	792
Distinct characters	37
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5 ?
Unique (%)	6.0%

Sample

1st row	Hotel
2nd row	Hotel
3rd row	Hotel
4th row	Hotel
5th row	Hotel

Common Values

Value	Count	Frequency (%)
Hotel	37	44.0%
Other	18	21.4%
Small- and Mid-Sized Office	8	9.5%
Mixed Use Property	4	4.8%
K-12 School	4	4.8%
Large Office	4	4.8%
Self-Storage Facility	2	2.4%
Senior Care Community	2	2.4%
University	1	1.2%
Warehouse	1	1.2%
Other values (3)	3	3.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
hotel	37	28.0%
other	18	13.6%
office	13	9.8%
small	8	6.1%
and	8	6.1%
mid-sized	8	6.1%
k-12	4	3.0%
school	4	3.0%
large	4	3.0%
property	4	3.0%
Other values (13)	24	18.2%

Most occurring characters

Value	Count	Frequency (%)
e	106	13.4%
t	69	8.7%
l	64	8.1%
o	58	7.3%
	48	6.1%
i	46	5.8%
r	39	4.9%
H	38	4.8%
O	31	3.9%
a	30	3.8%
Other values (27)	263	33.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	580	73.2%
Uppercase Letter	134	16.9%
Space Separator	48	6.1%
Dash Punctuation	22	2.8%
Decimal Number	8	1.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	106	18.3%
t	69	11.9%
l	64	11.0%
o	58	10.0%
i	46	7.9%
r	39	6.7%
a	30	5.2%
d	29	5.0%
f	28	4.8%
h	23	4.0%
Other values (11)	88	15.2%

Uppercase Letter

Value	Count	Frequency (%)
H	38	28.4%
O	31	23.1%
S	27	20.1%
M	13	9.7%
U	5	3.7%
P	4	3.0%
K	4	3.0%
L	4	3.0%
C	4	3.0%
F	2	1.5%
Other values (2)	2	1.5%

Decimal Number

Value	Count	Frequency (%)
1	4	50.0%
2	4	50.0%

Space Separator

Value	Count	Frequency (%)
	48	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	22	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	714	90.2%
Common	78	9.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	106	14.8%
t	69	9.7%
l	64	9.0%
o	58	8.1%
i	46	6.4%
r	39	5.5%
H	38	5.3%
O	31	4.3%
a	30	4.2%
d	29	4.1%
Other values (23)	204	28.6%

Common

Value	Count	Frequency (%)
	48	61.5%
-	22	28.2%
1	4	5.1%
2	4	5.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	792	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	106	13.4%
t	69	8.7%
l	64	8.1%
o	58	7.3%
	48	6.1%
i	46	5.8%
r	39	4.9%
H	38	4.8%
O	31	3.9%
a	30	3.8%
Other values (27)	263	33.2%

PropertyName
Text

UNIQUE

Distinct	84
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	6.9 KiB

Length

Max length	44
Median length	31
Mean length	18.892857
Min length	5

Characters and Unicode

Total characters	1587
Distinct characters	68
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	84 ?
Unique (%)	100.0%

Sample

1st row	Mayflower park hotel
2nd row	Paramount Hotel
3rd row	5673-The Westin Seattle
4th row	HOTEL MAX
5th row	WARWICK SEATTLE HOTEL (ID8)

Value	Count	Frequency (%)
seattle	20	8.2%
hotel	16	6.6%
	8	3.3%
inn	6	2.5%
the	4	1.6%
suites	4	1.6%
hall	3	1.2%
and	3	1.2%
center	3	1.2%
building	3	1.2%
Other values (152)	174	71.3%

Most occurring characters

Value	Count	Frequency (%)
	160	10.1%
e	160	10.1%
t	123	7.8%
a	95	6.0%
l	89	5.6%
o	86	5.4%
i	79	5.0%
n	72	4.5%
r	65	4.1%
S	55	3.5%
Other values (58)	603	38.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1013	63.8%
Uppercase Letter	331	20.9%
Space Separator	160	10.1%
Decimal Number	53	3.3%
Dash Punctuation	14	0.9%
Other Punctuation	10	0.6%
Close Punctuation	3	0.2%
Open Punctuation	3	0.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	160	15.8%
t	123	12.1%
a	95	9.4%
l	89	8.8%
o	86	8.5%
i	79	7.8%
n	72	7.1%
r	65	6.4%
h	30	3.0%
s	28	2.8%
Other values (15)	186	18.4%

Uppercase Letter

Value	Count	Frequency (%)
S	55	16.6%
H	31	9.4%
C	31	9.4%
A	21	6.3%
E	19	5.7%
I	19	5.7%
T	18	5.4%
N	16	4.8%
P	14	4.2%
M	14	4.2%
Other values (15)	93	28.1%

Decimal Number

Value	Count	Frequency (%)
1	12	22.6%
5	6	11.3%
0	6	11.3%
2	6	11.3%
3	6	11.3%
6	5	9.4%
8	4	7.5%
7	4	7.5%
9	2	3.8%
4	2	3.8%

Other Punctuation

Value	Count	Frequency (%)
.	3	30.0%
&	3	30.0%
#	2	20.0%
/	2	20.0%

Space Separator

Value	Count	Frequency (%)
	160	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	14	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	3	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1344	84.7%
Common	243	15.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	160	11.9%
t	123	9.2%
a	95	7.1%
l	89	6.6%
o	86	6.4%
i	79	5.9%
n	72	5.4%
r	65	4.8%
S	55	4.1%
H	31	2.3%
Other values (40)	489	36.4%

Common

Value	Count	Frequency (%)
	160	65.8%
-	14	5.8%
1	12	4.9%
5	6	2.5%
0	6	2.5%
2	6	2.5%
3	6	2.5%
6	5	2.1%
8	4	1.6%
7	4	1.6%
Other values (8)	20	8.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1587	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	160	10.1%
e	160	10.1%
t	123	7.8%
a	95	6.0%
l	89	5.6%
o	86	5.4%
i	79	5.0%
n	72	4.5%
r	65	4.1%
S	55	3.5%
Other values (58)	603	38.0%

Address
Text

UNIQUE

Distinct	84
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	6.6 KiB

Length

Max length	29
Median length	22
Mean length	15.892857
Min length	10

Characters and Unicode

Total characters	1335
Distinct characters	61
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	84 ?
Unique (%)	100.0%

Sample

1st row	405 Olive way
2nd row	724 Pine street
3rd row	1900 5th Avenue
4th row	620 STEWART ST
5th row	401 LENORA ST

Value	Count	Frequency (%)
ave	41	13.9%
st	20	6.8%
n	14	4.7%
avenue	10	3.4%
way	6	2.0%
5th	6	2.0%
street	6	2.0%
ne	6	2.0%
s	5	1.7%
mercer	5	1.7%
Other values (146)	176	59.7%

Most occurring characters

Value	Count	Frequency (%)
	211	15.8%
e	119	8.9%
1	79	5.9%
0	75	5.6%
t	67	5.0%
A	58	4.3%
v	56	4.2%
r	48	3.6%
2	40	3.0%
S	39	2.9%
Other values (51)	543	40.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	515	38.6%
Decimal Number	343	25.7%
Uppercase Letter	239	17.9%
Space Separator	211	15.8%
Other Punctuation	26	1.9%
Dash Punctuation	1	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	119	23.1%
t	67	13.0%
v	56	10.9%
r	48	9.3%
n	39	7.6%
h	27	5.2%
i	27	5.2%
a	24	4.7%
o	20	3.9%
s	19	3.7%
Other values (13)	69	13.4%

Uppercase Letter

Value	Count	Frequency (%)
A	58	24.3%
S	39	16.3%
N	27	11.3%
E	18	7.5%
W	14	5.9%
T	12	5.0%
O	10	4.2%
R	9	3.8%
M	8	3.3%
L	6	2.5%
Other values (13)	38	15.9%

Decimal Number

Value	Count	Frequency (%)
1	79	23.0%
0	75	21.9%
2	40	11.7%
5	35	10.2%
4	29	8.5%
3	28	8.2%
6	20	5.8%
7	14	4.1%
8	13	3.8%
9	10	2.9%

Other Punctuation

Value	Count	Frequency (%)
.	24	92.3%
#	1	3.8%
&	1	3.8%

Space Separator

Value	Count	Frequency (%)
	211	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	754	56.5%
Common	581	43.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	119	15.8%
t	67	8.9%
A	58	7.7%
v	56	7.4%
r	48	6.4%
S	39	5.2%
n	39	5.2%
h	27	3.6%
N	27	3.6%
i	27	3.6%
Other values (36)	247	32.8%

Common

Value	Count	Frequency (%)
	211	36.3%
1	79	13.6%
0	75	12.9%
2	40	6.9%
5	35	6.0%
4	29	5.0%
3	28	4.8%
.	24	4.1%
6	20	3.4%
7	14	2.4%
Other values (5)	26	4.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1335	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	211	15.8%
e	119	8.9%
1	79	5.9%
0	75	5.6%
t	67	5.0%
A	58	4.3%
v	56	4.2%
r	48	3.6%
2	40	3.0%
S	39	2.9%
Other values (51)	543	40.7%

City
Categorical

CONSTANT

Distinct	1
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	5.9 KiB

Seattle	84

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Characters and Unicode

Total characters	588
Distinct characters	5
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Seattle
2nd row	Seattle
3rd row	Seattle
4th row	Seattle
5th row	Seattle

Common Values

Value	Count	Frequency (%)
Seattle	84	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
seattle	84	100.0%

Most occurring characters

Value	Count	Frequency (%)
e	168	28.6%
t	168	28.6%
S	84	14.3%
a	84	14.3%
l	84	14.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	504	85.7%
Uppercase Letter	84	14.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	168	33.3%
t	168	33.3%
a	84	16.7%
l	84	16.7%

Uppercase Letter

Value	Count	Frequency (%)
S	84	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	588	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	168	28.6%
t	168	28.6%
S	84	14.3%
a	84	14.3%
l	84	14.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	588	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	168	28.6%
t	168	28.6%
S	84	14.3%
a	84	14.3%
l	84	14.3%

State
Categorical

CONSTANT

Distinct	1
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	5.5 KiB

WA	84

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	168
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	WA
2nd row	WA
3rd row	WA
4th row	WA
5th row	WA

Common Values

Value	Count	Frequency (%)
WA	84	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
wa	84	100.0%

Most occurring characters

Value	Count	Frequency (%)
W	84	50.0%
A	84	50.0%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	168	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
W	84	50.0%
A	84	50.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	168	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
W	84	50.0%
A	84	50.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	168	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
W	84	50.0%
A	84	50.0%

ZipCode
Real number (ℝ)

Distinct	21
Distinct (%)	25.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	98108.5

Minimum	98033
Maximum	98154
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.3 KiB

Quantile statistics

Minimum	98033
5-th percentile	98101
Q1	98101
median	98106
Q3	98109.5
95-th percentile	98133
Maximum	98154
Range	121
Interquartile range (IQR)	8.5

Descriptive statistics

Standard deviation	14.548216
Coefficient of variation (CV)	0.00014828701
Kurtosis	9.6579559
Mean	98108.5
Median Absolute Deviation (MAD)	5
Skewness	-0.91880605
Sum	8241114
Variance	211.6506
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
98101	23	27.4%
98109	18	21.4%
98104	12	14.3%
98105	4	4.8%
98121	4	4.8%
98133	3	3.6%
98122	2	2.4%
98115	2	2.4%
98112	2	2.4%
98107	2	2.4%
Other values (11)	12	14.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
98033	1	1.2%
98070	1	1.2%
98101	23	27.4%
98103	1	1.2%
98104	12	14.3%
98105	4	4.8%
98107	2	2.4%
98108	1	1.2%
98109	18	21.4%
98111	1	1.2%

Value	Count	Frequency (%)
98154	1	1.2%
98144	2	2.4%
98136	1	1.2%
98133	3	3.6%
98126	1	1.2%
98122	2	2.4%
98121	4	4.8%
98119	1	1.2%
98118	1	1.2%
98115	2	2.4%

TaxParcelIdentificationNumber
Real number (ℝ)

HIGH CORRELATION

Distinct	82
Distinct (%)	97.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.492936 × 10⁹

Minimum	22000005
Maximum	5.2478015 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.3 KiB

Quantile statistics

Minimum	22000005
5-th percentile	6.2924169 × 10⁸
Q1	9.2504928 × 10⁸
median	1.8617749 × 10⁹
Q3	1.9852001 × 10⁹
95-th percentile	2.3136084 × 10⁹
Maximum	5.2478015 × 10⁹
Range	5.2258015 × 10⁹
Interquartile range (IQR)	1.0601508 × 10⁹

Descriptive statistics

Standard deviation	7.7010807 × 10⁸
Coefficient of variation (CV)	0.51583463
Kurtosis	5.1217813
Mean	1.492936 × 10⁹
Median Absolute Deviation (MAD)	5.2397412 × 10⁸
Skewness	1.1931218
Sum	1.2540662 × 10¹¹
Variance	5.9306644 × 10¹⁷
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1988200700	2	2.4%
1985200003	2	2.4%
659000030	1	1.2%
2324039001	1	1.2%
1983200325	1	1.2%
1983200230	1	1.2%
1979200290	1	1.2%
1979200270	1	1.2%
1978201270	1	1.2%
2467400430	1	1.2%
Other values (72)	72	85.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
22000005	1	1.2%
323049024	1	1.2%
467000429	1	1.2%
570000340	1	1.2%
625049002	1	1.2%
653000225	1	1.2%
659000030	1	1.2%
659000220	1	1.2%
659000475	1	1.2%
659000640	1	1.2%

Value	Count	Frequency (%)
5247801465	1	1.2%
2767703875	1	1.2%
2467400430	1	1.2%
2426039059	1	1.2%
2324039001	1	1.2%
2254501944	1	1.2%
2249000170	1	1.2%
2125049015	1	1.2%
1992200235	1	1.2%
1991200940	1	1.2%

CouncilDistrictCode
Real number (ℝ)

HIGH CORRELATION

Distinct	7
Distinct (%)	8.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.8571429

Minimum	1
Maximum	7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.3 KiB

Quantile statistics

Minimum	1
5-th percentile	2.15
Q1	4
median	7
Q3	7
95-th percentile	7
Maximum	7
Range	6
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1.7844229
Coefficient of variation (CV)	0.30465758
Kurtosis	-0.18788957
Mean	5.8571429
Median Absolute Deviation (MAD)	0
Skewness	-1.1740361
Sum	492
Variance	3.1841652
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
7	56	66.7%
3	10	11.9%
4	7	8.3%
2	4	4.8%
6	3	3.6%
5	3	3.6%
1	1	1.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	1.2%
2	4	4.8%
3	10	11.9%
4	7	8.3%
5	3	3.6%
6	3	3.6%
7	56	66.7%

Value	Count	Frequency (%)
7	56	66.7%
6	3	3.6%
5	3	3.6%
4	7	8.3%
3	10	11.9%
2	4	4.8%
1	1	1.2%

Neighborhood
Categorical

HIGH CORRELATION

Distinct	11
Distinct (%)	13.1%
Missing	0
Missing (%)	0.0%
Memory size	6.2 KiB

DOWNTOWN	38
MAGNOLIA / QUEEN ANNE	12
LAKE UNION	9
EAST	7
NORTHEAST	6
Other values (6)	12

Length

Max length	21
Median length	16
Mean length	10.130952
Min length	4

Characters and Unicode

Total characters	851
Distinct characters	21
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	3.6%

Sample

1st row	DOWNTOWN
2nd row	DOWNTOWN
3rd row	DOWNTOWN
4th row	DOWNTOWN
5th row	DOWNTOWN

Common Values

Value	Count	Frequency (%)
DOWNTOWN	38	45.2%
MAGNOLIA / QUEEN ANNE	12	14.3%
LAKE UNION	9	10.7%
EAST	7	8.3%
NORTHEAST	6	7.1%
NORTHWEST	4	4.8%
GREATER DUWAMISH	3	3.6%
BALLARD	2	2.4%
CENTRAL	1	1.2%
SOUTHWEST	1	1.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
downtown	38	28.8%
magnolia	12	9.1%
	12	9.1%
queen	12	9.1%
anne	12	9.1%
lake	9	6.8%
union	9	6.8%
east	7	5.3%
northeast	6	4.5%
northwest	4	3.0%
Other values (6)	11	8.3%

Most occurring characters

Value	Count	Frequency (%)
N	153	18.0%
O	109	12.8%
W	84	9.9%
T	73	8.6%
E	71	8.3%
A	70	8.2%
	48	5.6%
D	43	5.1%
L	26	3.1%
U	26	3.1%
Other values (11)	148	17.4%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	791	92.9%
Space Separator	48	5.6%
Other Punctuation	12	1.4%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
N	153	19.3%
O	109	13.8%
W	84	10.6%
T	73	9.2%
E	71	9.0%
A	70	8.8%
D	43	5.4%
L	26	3.3%
U	26	3.3%
I	24	3.0%
Other values (9)	112	14.2%

Space Separator

Value	Count	Frequency (%)
	48	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	12	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	791	92.9%
Common	60	7.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
N	153	19.3%
O	109	13.8%
W	84	10.6%
T	73	9.2%
E	71	9.0%
A	70	8.8%
D	43	5.4%
L	26	3.3%
U	26	3.3%
I	24	3.0%
Other values (9)	112	14.2%

Common

Value	Count	Frequency (%)
	48	80.0%
/	12	20.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	851	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
N	153	18.0%
O	109	12.8%
W	84	9.9%
T	73	8.6%
E	71	8.3%
A	70	8.2%
	48	5.6%
D	43	5.1%
L	26	3.1%
U	26	3.1%
Other values (11)	148	17.4%

Latitude
Real number (ℝ)

HIGH CORRELATION

Distinct	80
Distinct (%)	95.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	47.621343

Minimum	47.51138
Maximum	47.73141
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.3 KiB

Quantile statistics

Minimum	47.51138
5-th percentile	47.586636
Q1	47.608195
median	47.614025
Q3	47.62395
95-th percentile	47.675537
Maximum	47.73141
Range	0.22003
Interquartile range (IQR)	0.015755

Descriptive statistics

Standard deviation	0.032855604
Coefficient of variation (CV)	0.00068993443
Kurtosis	4.231867
Mean	47.621343
Median Absolute Deviation (MAD)	0.007795
Skewness	0.78890496
Sum	4000.1928
Variance	0.0010794907
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
47.62208	3	3.6%
47.62395	3	3.6%
47.6122	1	1.2%
47.60823	1	1.2%
47.60845	1	1.2%
47.60898	1	1.2%
47.61244	1	1.2%
47.61988	1	1.2%
47.72426	1	1.2%
47.55837	1	1.2%
Other values (70)	70	83.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
47.51138	1	1.2%
47.53493	1	1.2%
47.55837	1	1.2%
47.58034	1	1.2%
47.58408	1	1.2%
47.60112	1	1.2%
47.60265	1	1.2%
47.60294	1	1.2%
47.60376	1	1.2%
47.60378	1	1.2%

Value	Count	Frequency (%)
47.73141	1	1.2%
47.72551	1	1.2%
47.72426	1	1.2%
47.68891	1	1.2%
47.67559	1	1.2%
47.67524	1	1.2%
47.66737	1	1.2%
47.66587	1	1.2%
47.66583	1	1.2%
47.6641	1	1.2%

Longitude
Real number (ℝ)

HIGH CORRELATION

Distinct	80
Distinct (%)	95.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-122.33491

Minimum	-122.38476
Maximum	-122.28875
Zeros	0
Zeros (%)	0.0%
Negative	84
Negative (%)	100.0%
Memory size	1.3 KiB

Quantile statistics

Minimum	-122.38476
5-th percentile	-122.35822
Q1	-122.34241
median	-122.33423
Q3	-122.3303
95-th percentile	-122.30484
Maximum	-122.28875
Range	0.09601
Interquartile range (IQR)	0.0121125

Descriptive statistics

Standard deviation	0.01675512
Coefficient of variation (CV)	-0.00013696106
Kurtosis	1.5168745
Mean	-122.33491
Median Absolute Deviation (MAD)	0.006645
Skewness	-0.041725698
Sum	-10276.132
Variance	0.00028073403
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-122.35398	3	3.6%
-122.33629	2	2.4%
-122.35077	2	2.4%
-122.37751	1	1.2%
-122.33805	1	1.2%
-122.32637	1	1.2%
-122.32693	1	1.2%
-122.3214	1	1.2%
-122.33211	1	1.2%
-122.35599	1	1.2%
Other values (70)	70	83.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-122.38476	1	1.2%
-122.37956	1	1.2%
-122.37751	1	1.2%
-122.35951	1	1.2%
-122.35842	1	1.2%
-122.35708	1	1.2%
-122.35599	1	1.2%
-122.35398	3	3.6%
-122.35143	1	1.2%
-122.35129	1	1.2%

Value	Count	Frequency (%)
-122.28875	1	1.2%
-122.29598	1	1.2%
-122.29965	1	1.2%
-122.30125	1	1.2%
-122.30429	1	1.2%
-122.30793	1	1.2%
-122.30828	1	1.2%
-122.30956	1	1.2%
-122.31132	1	1.2%
-122.31534	1	1.2%

YearBuilt
Real number (ℝ)

HIGH CORRELATION

Distinct	49
Distinct (%)	58.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1959.0119

Minimum	1900
Maximum	2010
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.3 KiB

Quantile statistics

Minimum	1900
5-th percentile	1907.15
Q1	1926.75
median	1962
Q3	1992.5
95-th percentile	2005.7
Maximum	2010
Range	110
Interquartile range (IQR)	65.75

Descriptive statistics

Standard deviation	34.924874
Coefficient of variation (CV)	0.017827801
Kurtosis	-1.4410213
Mean	1959.0119
Median Absolute Deviation (MAD)	34
Skewness	-0.12891934
Sum	164557
Variance	1219.7468
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
1962	5	6.0%
1926	4	4.8%
1928	4	4.8%
2001	3	3.6%
1969	3	3.6%
2010	3	3.6%
1998	3	3.6%
1908	3	3.6%
1930	3	3.6%
1985	2	2.4%
Other values (39)	51	60.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1900	1	1.2%
1904	2	2.4%
1906	1	1.2%
1907	1	1.2%
1908	3	3.6%
1910	1	1.2%
1911	2	2.4%
1916	2	2.4%
1920	1	1.2%
1922	2	2.4%

Value	Count	Frequency (%)
2010	3	3.6%
2008	1	1.2%
2006	1	1.2%
2004	1	1.2%
2003	1	1.2%
2002	2	2.4%
2001	3	3.6%
2000	1	1.2%
1999	2	2.4%
1998	3	3.6%

NumberofBuildings
Categorical

HIGH CORRELATION IMBALANCE

Distinct	5
Distinct (%)	6.0%
Missing	0
Missing (%)	0.0%
Memory size	5.6 KiB

1.0	79
0.0	2
3.0	1
2.0	1
4.0	1

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	252
Distinct characters	6
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	3.6%

Sample

1st row	1.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	79	94.0%
0.0	2	2.4%
3.0	1	1.2%
2.0	1	1.2%
4.0	1	1.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	79	94.0%
0.0	2	2.4%
3.0	1	1.2%
2.0	1	1.2%
4.0	1	1.2%

Most occurring characters

Value	Count	Frequency (%)
0	86	34.1%
.	84	33.3%
1	79	31.3%
3	1	0.4%
2	1	0.4%
4	1	0.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	168	66.7%
Other Punctuation	84	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	86	51.2%
1	79	47.0%
3	1	0.6%
2	1	0.6%
4	1	0.6%

Other Punctuation

Value	Count	Frequency (%)
.	84	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	252	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	86	34.1%
.	84	33.3%
1	79	31.3%
3	1	0.4%
2	1	0.4%
4	1	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	252	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	86	34.1%
.	84	33.3%
1	79	31.3%
3	1	0.4%
2	1	0.4%
4	1	0.4%

NumberofFloors
Real number (ℝ)

Distinct	22
Distinct (%)	26.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.6666667

Minimum	1
Maximum	41
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.3 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	3
median	5
Q3	9.25
95-th percentile	24.85
Maximum	41
Range	40
Interquartile range (IQR)	6.25

Descriptive statistics

Standard deviation	7.7495951
Coefficient of variation (CV)	1.0108168
Kurtosis	6.0184078
Mean	7.6666667
Median Absolute Deviation (MAD)	3
Skewness	2.3777032
Sum	644
Variance	60.056225
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
2	15	17.9%
6	10	11.9%
3	9	10.7%
5	9	10.7%
4	7	8.3%
7	6	7.1%
11	5	6.0%
10	4	4.8%
1	3	3.6%
8	3	3.6%
Other values (12)	13	15.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	3	3.6%
2	15	17.9%
3	9	10.7%
4	7	8.3%
5	9	10.7%
6	10	11.9%
7	6	7.1%
8	3	3.6%
9	1	1.2%
10	4	4.8%

Value	Count	Frequency (%)
41	1	1.2%
34	1	1.2%
33	1	1.2%
28	1	1.2%
25	1	1.2%
24	1	1.2%
20	1	1.2%
19	1	1.2%
18	1	1.2%
15	1	1.2%

PropertyGFATotal
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	84
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	191752.83

Minimum	50017
Maximum	994212
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.3 KiB

Quantile statistics

Minimum	50017
5-th percentile	52918.5
Q1	70224
median	103738.5
Q3	209601.25
95-th percentile	566683.65
Maximum	994212
Range	944195
Interquartile range (IQR)	139377.25

Descriptive statistics

Standard deviation	201063.79
Coefficient of variation (CV)	1.0485571
Kurtosis	6.215364
Mean	191752.83
Median Absolute Deviation (MAD)	46512.5
Skewness	2.4284211
Sum	16107238
Variance	4.0426649 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
88434	1	1.2%
93397	1	1.2%
389000	1	1.2%
282863	1	1.2%
316306	1	1.2%
58320	1	1.2%
99780	1	1.2%
76631	1	1.2%
179014	1	1.2%
84103	1	1.2%
Other values (74)	74	88.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
50017	1	1.2%
51390	1	1.2%
52000	1	1.2%
52549	1	1.2%
52554	1	1.2%
54984	1	1.2%
56072	1	1.2%
56521	1	1.2%
57428	1	1.2%
57452	1	1.2%

Value	Count	Frequency (%)
994212	1	1.2%
956110	1	1.2%
920598	1	1.2%
714095	1	1.2%
571329	1	1.2%
540360	1	1.2%
494835	1	1.2%
416281	1	1.2%
412000	1	1.2%
396085	1	1.2%

PropertyGFAParking
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	31
Distinct (%)	36.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20963.393

Minimum	0
Maximum	303707
Zeros	54
Zeros (%)	64.3%
Negative	0
Negative (%)	0.0%
Memory size	1.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	26497.5
95-th percentile	81550
Maximum	303707
Range	303707
Interquartile range (IQR)	26497.5

Descriptive statistics

Standard deviation	48923.152
Coefficient of variation (CV)	2.3337421
Kurtosis	16.793066
Mean	20963.393
Median Absolute Deviation (MAD)	0
Skewness	3.836682
Sum	1760925
Variance	2.3934748 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
0	54	64.3%
10043	1	1.2%
36934	1	1.2%
25930	1	1.2%
303707	1	1.2%
2352	1	1.2%
44766	1	1.2%
9341	1	1.2%
20732	1	1.2%
44891	1	1.2%
Other values (21)	21	25.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	54	64.3%
2352	1	1.2%
9341	1	1.2%
10043	1	1.2%
15064	1	1.2%
16200	1	1.2%
19279	1	1.2%
20732	1	1.2%
25200	1	1.2%
25930	1	1.2%

Value	Count	Frequency (%)
303707	1	1.2%
205970	1	1.2%
196718	1	1.2%
146694	1	1.2%
85000	1	1.2%
62000	1	1.2%
61161	1	1.2%
57600	1	1.2%
57000	1	1.2%
44891	1	1.2%

PropertyGFABuilding(s)
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	84
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	170789.44

Minimum	50017
Maximum	847518
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.3 KiB

Quantile statistics

Minimum	50017
5-th percentile	52260.85
Q1	63603.5
median	92305
Q3	197311.5
95-th percentile	566683.65
Maximum	847518
Range	797501
Interquartile range (IQR)	133708

Descriptive statistics

Standard deviation	173455.92
Coefficient of variation (CV)	1.0156127
Kurtosis	4.4322991
Mean	170789.44
Median Absolute Deviation (MAD)	34576
Skewness	2.153217
Sum	14346313
Variance	3.0086955 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
88434	1	1.2%
93397	1	1.2%
389000	1	1.2%
238097	1	1.2%
316306	1	1.2%
58320	1	1.2%
90439	1	1.2%
76631	1	1.2%
179014	1	1.2%
63371	1	1.2%
Other values (74)	74	88.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
50017	1	1.2%
50283	1	1.2%
51390	1	1.2%
52000	1	1.2%
52210	1	1.2%
52549	1	1.2%
52554	1	1.2%
54984	1	1.2%
56072	1	1.2%
56521	1	1.2%

Value	Count	Frequency (%)
847518	1	1.2%
759392	1	1.2%
714095	1	1.2%
616891	1	1.2%
571329	1	1.2%
540360	1	1.2%
494835	1	1.2%
396085	1	1.2%
389000	1	1.2%
385274	1	1.2%

ListOfAllPropertyUseTypes
Text

Distinct	42
Distinct (%)	50.0%
Missing	0
Missing (%)	0.0%
Memory size	7.1 KiB

Length

Max length	100
Median length	75
Mean length	22.011905
Min length	5

Characters and Unicode

Total characters	1849
Distinct characters	51
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	34 ?
Unique (%)	40.5%

Sample

1st row	Hotel
2nd row	Hotel, Parking, Restaurant
3rd row	Hotel
4th row	Hotel
5th row	Hotel, Parking, Swimming Pool

Value	Count	Frequency (%)
hotel	37	15.6%
parking	28	11.8%
other	24	10.1%
office	22	9.3%
	9	3.8%
retail	8	3.4%
store	8	3.4%
school	6	2.5%
swimming	5	2.1%
pool	5	2.1%
Other values (47)	85	35.9%

Most occurring characters

Value	Count	Frequency (%)
e	192	10.4%
	153	8.3%
t	147	8.0%
i	122	6.6%
r	114	6.2%
a	104	5.6%
o	102	5.5%
l	97	5.2%
n	87	4.7%
,	80	4.3%
Other values (41)	651	35.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1323	71.6%
Uppercase Letter	246	13.3%
Space Separator	153	8.3%
Other Punctuation	94	5.1%
Dash Punctuation	19	1.0%
Decimal Number	10	0.5%
Close Punctuation	2	0.1%
Open Punctuation	2	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	192	14.5%
t	147	11.1%
i	122	9.2%
r	114	8.6%
a	104	7.9%
o	102	7.7%
l	97	7.3%
n	87	6.6%
f	53	4.0%
g	49	3.7%
Other values (12)	256	19.3%

Uppercase Letter

Value	Count	Frequency (%)
O	46	18.7%
H	42	17.1%
P	42	17.1%
S	30	12.2%
R	19	7.7%
C	14	5.7%
D	7	2.8%
M	7	2.8%
E	7	2.8%
A	6	2.4%
Other values (10)	26	10.6%

Other Punctuation

Value	Count	Frequency (%)
,	80	85.1%
/	13	13.8%
&	1	1.1%

Decimal Number

Value	Count	Frequency (%)
2	5	50.0%
1	5	50.0%

Space Separator

Value	Count	Frequency (%)
	153	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	19	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	2	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1569	84.9%
Common	280	15.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	192	12.2%
t	147	9.4%
i	122	7.8%
r	114	7.3%
a	104	6.6%
o	102	6.5%
l	97	6.2%
n	87	5.5%
f	53	3.4%
g	49	3.1%
Other values (32)	502	32.0%

Common

Value	Count	Frequency (%)
	153	54.6%
,	80	28.6%
-	19	6.8%
/	13	4.6%
2	5	1.8%
1	5	1.8%
)	2	0.7%
(	2	0.7%
&	1	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1849	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	192	10.4%
	153	8.3%
t	147	8.0%
i	122	6.6%
r	114	6.2%
a	104	5.6%
o	102	5.5%
l	97	5.2%
n	87	4.7%
,	80	4.3%
Other values (41)	651	35.2%

LargestPropertyUseType
Categorical

HIGH CORRELATION

Distinct	19
Distinct (%)	22.6%
Missing	0
Missing (%)	0.0%
Memory size	6.1 KiB

Hotel	37
Office	13
Other	10
K-12 School	4
Other - Entertainment/Public Assembly	3
Other values (14)	17

Length

Max length	37
Median length	5
Mean length	9.3571429
Min length	5

Characters and Unicode

Total characters	786
Distinct characters	45
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	11 ?
Unique (%)	13.1%

Sample

1st row	Hotel
2nd row	Hotel
3rd row	Hotel
4th row	Hotel
5th row	Hotel

Common Values

Value	Count	Frequency (%)
Hotel	37	44.0%
Office	13	15.5%
Other	10	11.9%
K-12 School	4	4.8%
Other - Entertainment/Public Assembly	3	3.6%
Self-Storage Facility	2	2.4%
Medical Office	2	2.4%
Senior Care Community	2	2.4%
College/University	1	1.2%
Library	1	1.2%
Other values (9)	9	10.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
hotel	37	31.4%
office	15	12.7%
other	14	11.9%
	5	4.2%
k-12	4	3.4%
school	4	3.4%
entertainment/public	3	2.5%
assembly	3	2.5%
medical	3	2.5%
care	2	1.7%
Other values (24)	28	23.7%

Most occurring characters

Value	Count	Frequency (%)
e	109	13.9%
t	79	10.1%
l	70	8.9%
o	63	8.0%
i	46	5.9%
H	40	5.1%
r	35	4.5%
	34	4.3%
f	33	4.2%
c	30	3.8%
Other values (35)	247	31.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	600	76.3%
Uppercase Letter	123	15.6%
Space Separator	34	4.3%
Dash Punctuation	11	1.4%
Other Punctuation	8	1.0%
Decimal Number	8	1.0%
Open Punctuation	1	0.1%
Close Punctuation	1	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	109	18.2%
t	79	13.2%
l	70	11.7%
o	63	10.5%
i	46	7.7%
r	35	5.8%
f	33	5.5%
c	30	5.0%
a	25	4.2%
h	22	3.7%
Other values (10)	88	14.7%

Uppercase Letter

Value	Count	Frequency (%)
H	40	32.5%
O	29	23.6%
S	14	11.4%
C	8	6.5%
M	5	4.1%
P	4	3.3%
A	4	3.3%
K	4	3.3%
E	3	2.4%
F	3	2.4%
Other values (7)	9	7.3%

Other Punctuation

Value	Count	Frequency (%)
/	7	87.5%
&	1	12.5%

Decimal Number

Value	Count	Frequency (%)
2	4	50.0%
1	4	50.0%

Space Separator

Value	Count	Frequency (%)
	34	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	11	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	723	92.0%
Common	63	8.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	109	15.1%
t	79	10.9%
l	70	9.7%
o	63	8.7%
i	46	6.4%
H	40	5.5%
r	35	4.8%
f	33	4.6%
c	30	4.1%
O	29	4.0%
Other values (27)	189	26.1%

Common

Value	Count	Frequency (%)
	34	54.0%
-	11	17.5%
/	7	11.1%
2	4	6.3%
1	4	6.3%
(	1	1.6%
&	1	1.6%
)	1	1.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	786	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	109	13.9%
t	79	10.1%
l	70	8.9%
o	63	8.0%
i	46	5.9%
H	40	5.1%
r	35	4.5%
	34	4.3%
f	33	4.2%
c	30	3.8%
Other values (35)	247	31.4%

LargestPropertyUseTypeGFA
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	84
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	171656.29

Minimum	16442
Maximum	994212
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.3 KiB

Quantile statistics

Minimum	16442
5-th percentile	38699.25
Q1	57522.5
median	88462
Q3	191761
95-th percentile	613420.15
Maximum	994212
Range	977770
Interquartile range (IQR)	134238.5

Descriptive statistics

Standard deviation	193401.61
Coefficient of variation (CV)	1.1266795
Kurtosis	5.1868947
Mean	171656.29
Median Absolute Deviation (MAD)	38953.5
Skewness	2.2609204
Sum	14419128
Variance	3.7404183 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
88434	1	1.2%
93397	1	1.2%
368000	1	1.2%
235788	1	1.2%
261826	1	1.2%
72072	1	1.2%
40174	1	1.2%
76631	1	1.2%
179014	1	1.2%
63371	1	1.2%
Other values (74)	74	88.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
16442	1	1.2%
23500	1	1.2%
26225	1	1.2%
34947	1	1.2%
38439	1	1.2%
40174	1	1.2%
40943	1	1.2%
41340	1	1.2%
42755	1	1.2%
45900	1	1.2%

Value	Count	Frequency (%)
994212	1	1.2%
757027	1	1.2%
756493	1	1.2%
729584	1	1.2%
616000	1	1.2%
598801	1	1.2%
537150	1	1.2%
385274	1	1.2%
368000	1	1.2%
364913	1	1.2%

SecondLargestPropertyUseType
Categorical

HIGH CORRELATION MISSING

Distinct	14
Distinct (%)	31.1%
Missing	39
Missing (%)	46.4%
Memory size	4.8 KiB

Parking	28
Restaurant	3
Office	2
Retail Store	2
K-12 School	1
Other values (9)	9

Length

Max length	52
Median length	7
Mean length	10.622222
Min length	6

Characters and Unicode

Total characters	478
Distinct characters	44
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	10 ?
Unique (%)	22.2%

Sample

1st row	Parking
2nd row	Parking
3rd row	Parking
4th row	Parking
5th row	Parking

Common Values

Value	Count	Frequency (%)
Parking	28	33.3%
Restaurant	3	3.6%
Office	2	2.4%
Retail Store	2	2.4%
K-12 School	1	1.2%
Laboratory	1	1.2%
Refrigerated Warehouse	1	1.2%
Non-Refrigerated Warehouse	1	1.2%
Other - Education	1	1.2%
Vocational School	1	1.2%
Other values (4)	4	4.8%
(Missing)	39	46.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
parking	28	44.4%
restaurant	3	4.8%
other	2	3.2%
office	2	3.2%
retail	2	3.2%
store	2	3.2%
school	2	3.2%
warehouse	2	3.2%
	2	3.2%
etc	1	1.6%
Other values (17)	17	27.0%

Most occurring characters

Value	Count	Frequency (%)
a	52	10.9%
r	48	10.0%
i	42	8.8%
n	42	8.8%
e	33	6.9%
g	32	6.7%
P	31	6.5%
k	28	5.9%
t	25	5.2%
	18	3.8%
Other values (34)	127	26.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	385	80.5%
Uppercase Letter	63	13.2%
Space Separator	18	3.8%
Dash Punctuation	4	0.8%
Other Punctuation	4	0.8%
Decimal Number	2	0.4%
Close Punctuation	1	0.2%
Open Punctuation	1	0.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	52	13.5%
r	48	12.5%
i	42	10.9%
n	42	10.9%
e	33	8.6%
g	32	8.3%
k	28	7.3%
t	25	6.5%
o	17	4.4%
l	11	2.9%
Other values (11)	55	14.3%

Uppercase Letter

Value	Count	Frequency (%)
P	31	49.2%
R	7	11.1%
S	6	9.5%
O	4	6.3%
W	2	3.2%
C	2	3.2%
E	2	3.2%
D	2	3.2%
A	1	1.6%
B	1	1.6%
Other values (5)	5	7.9%

Other Punctuation

Value	Count	Frequency (%)
/	2	50.0%
,	2	50.0%

Decimal Number

Value	Count	Frequency (%)
2	1	50.0%
1	1	50.0%

Space Separator

Value	Count	Frequency (%)
	18	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	4	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	448	93.7%
Common	30	6.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	52	11.6%
r	48	10.7%
i	42	9.4%
n	42	9.4%
e	33	7.4%
g	32	7.1%
P	31	6.9%
k	28	6.2%
t	25	5.6%
o	17	3.8%
Other values (26)	98	21.9%

Common

Value	Count	Frequency (%)
	18	60.0%
-	4	13.3%
/	2	6.7%
,	2	6.7%
)	1	3.3%
2	1	3.3%
(	1	3.3%
1	1	3.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	478	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	52	10.9%
r	48	10.0%
i	42	8.8%
n	42	8.8%
e	33	6.9%
g	32	6.7%
P	31	6.5%
k	28	5.9%
t	25	5.2%
	18	3.8%
Other values (34)	127	26.6%

SecondLargestPropertyUseTypeGFA
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	42
Distinct (%)	93.3%
Missing	39
Missing (%)	46.4%
Infinite	0
Infinite (%)	0.0%
Mean	63553.733

Minimum	0
Maximum	639931
Zeros	4
Zeros (%)	4.8%
Negative	0
Negative (%)	0.0%
Memory size	1.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	15064
median	28300
Q3	51537
95-th percentile	257802.8
Maximum	639931
Range	639931
Interquartile range (IQR)	36473

Descriptive statistics

Standard deviation	110529.23
Coefficient of variation (CV)	1.7391462
Kurtosis	17.143938
Mean	63553.733
Median Absolute Deviation (MAD)	18257
Skewness	3.805386
Sum	2859918
Variance	1.2216711 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=42)

Value	Count	Frequency (%)
0	4	4.8%
150726	1	1.2%
26450	1	1.2%
42546	1	1.2%
3000	1	1.2%
28300	1	1.2%
44891	1	1.2%
20732	1	1.2%
20868	1	1.2%
51537	1	1.2%
Other values (32)	32	38.1%
(Missing)	39	46.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4	4.8%
3000	1	1.2%
4993	1	1.2%
5181	1	1.2%
5681	1	1.2%
7849	1	1.2%
10043	1	1.2%
13730	1	1.2%
15064	1	1.2%
15505	1	1.2%

Value	Count	Frequency (%)
639931	1	1.2%
310699	1	1.2%
276000	1	1.2%
185014	1	1.2%
150726	1	1.2%
148865	1	1.2%
117668	1	1.2%
85000	1	1.2%
68009	1	1.2%
65676	1	1.2%

ThirdLargestPropertyUseType
Categorical

HIGH CORRELATION MISSING

Distinct	9
Distinct (%)	40.9%
Missing	62
Missing (%)	73.8%
Memory size	4.1 KiB

Office	5
Other	4
Swimming Pool	3
Retail Store	3
Restaurant	2
Other values (4)	5

Length

Max length	37
Median length	19
Mean length	11.318182
Min length	5

Characters and Unicode

Total characters	249
Distinct characters	32
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	13.6%

Sample

1st row	Restaurant
2nd row	Swimming Pool
3rd row	Data Center
4th row	Swimming Pool
5th row	Office

Common Values

Value	Count	Frequency (%)
Office	5	6.0%
Other	4	4.8%
Swimming Pool	3	3.6%
Retail Store	3	3.6%
Restaurant	2	2.4%
Data Center	2	2.4%
Other - Entertainment/Public Assembly	1	1.2%
Non-Refrigerated Warehouse	1	1.2%
Distribution Center	1	1.2%
(Missing)	62	73.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
office	5	14.3%
other	5	14.3%
swimming	3	8.6%
pool	3	8.6%
retail	3	8.6%
store	3	8.6%
center	3	8.6%
restaurant	2	5.7%
data	2	5.7%
	1	2.9%
Other values (5)	5	14.3%

Most occurring characters

Value	Count	Frequency (%)
e	32	12.9%
t	26	10.4%
i	20	8.0%
r	18	7.2%
a	14	5.6%
n	13	5.2%
	13	5.2%
o	12	4.8%
f	11	4.4%
O	10	4.0%
Other values (22)	80	32.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	197	79.1%
Uppercase Letter	36	14.5%
Space Separator	13	5.2%
Dash Punctuation	2	0.8%
Other Punctuation	1	0.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	32	16.2%
t	26	13.2%
i	20	10.2%
r	18	9.1%
a	14	7.1%
n	13	6.6%
o	12	6.1%
f	11	5.6%
l	8	4.1%
m	8	4.1%
Other values (9)	35	17.8%

Uppercase Letter

Value	Count	Frequency (%)
O	10	27.8%
S	6	16.7%
R	6	16.7%
P	4	11.1%
C	3	8.3%
D	3	8.3%
E	1	2.8%
A	1	2.8%
N	1	2.8%
W	1	2.8%

Space Separator

Value	Count	Frequency (%)
	13	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	233	93.6%
Common	16	6.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	32	13.7%
t	26	11.2%
i	20	8.6%
r	18	7.7%
a	14	6.0%
n	13	5.6%
o	12	5.2%
f	11	4.7%
O	10	4.3%
l	8	3.4%
Other values (19)	69	29.6%

Common

Value	Count	Frequency (%)
	13	81.2%
-	2	12.5%
/	1	6.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	249	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	32	12.9%
t	26	10.4%
i	20	8.0%
r	18	7.2%
a	14	5.6%
n	13	5.2%
	13	5.2%
o	12	4.8%
f	11	4.4%
O	10	4.0%
Other values (22)	80	32.1%

ThirdLargestPropertyUseTypeGFA
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	20
Distinct (%)	90.9%
Missing	62
Missing (%)	73.8%
Infinite	0
Infinite (%)	0.0%
Mean	29942.091

Minimum	0
Maximum	459748
Zeros	3
Zeros (%)	3.6%
Negative	0
Negative (%)	0.0%
Memory size	1.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2769.25
median	4811
Q3	9706.75
95-th percentile	68760.15
Maximum	459748
Range	459748
Interquartile range (IQR)	6937.5

Descriptive statistics

Standard deviation	97183.169
Coefficient of variation (CV)	3.2457041
Kurtosis	20.785339
Mean	29942.091
Median Absolute Deviation (MAD)	4027.5
Skewness	4.5174298
Sum	658726
Variance	9.4445682 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0	3	3.6%
5459	1	1.2%
6000	1	1.2%
4551	1	1.2%
26203	1	1.2%
15139	1	1.2%
17020	1	1.2%
8000	1	1.2%
9604	1	1.2%
5000	1	1.2%
Other values (10)	10	11.9%
(Missing)	62	73.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3	3.6%
493	1	1.2%
1074	1	1.2%
2406	1	1.2%
3859	1	1.2%
4307	1	1.2%
4500	1	1.2%
4551	1	1.2%
4622	1	1.2%
5000	1	1.2%

Value	Count	Frequency (%)
459748	1	1.2%
71000	1	1.2%
26203	1	1.2%
17020	1	1.2%
15139	1	1.2%
9741	1	1.2%
9604	1	1.2%
8000	1	1.2%
6000	1	1.2%
5459	1	1.2%

YearsENERGYSTARCertified
Date

MISSING

Distinct	2
Distinct (%)	100.0%
Missing	82
Missing (%)	97.6%
Memory size	1.3 KiB

Minimum	2014-01-01 00:00:00
Maximum	2016-01-01 00:00:00

Histogram

Histogram with fixed size bins (bins=2)

ENERGYSTARScore
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	43
Distinct (%)	75.4%
Missing	27
Missing (%)	32.1%
Infinite	0
Infinite (%)	0.0%
Mean	62.526316

Minimum	1
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.3 KiB

Quantile statistics

Minimum	1
5-th percentile	14
Q1	43
median	63
Q3	83
95-th percentile	98
Maximum	100
Range	99
Interquartile range (IQR)	40

Descriptive statistics

Standard deviation	25.652976
Coefficient of variation (CV)	0.41027487
Kurtosis	-0.55311757
Mean	62.526316
Median Absolute Deviation (MAD)	20
Skewness	-0.45637679
Sum	3564
Variance	658.07519
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
71	3	3.6%
57	3	3.6%
78	2	2.4%
48	2	2.4%
63	2	2.4%
14	2	2.4%
84	2	2.4%
76	2	2.4%
96	2	2.4%
98	2	2.4%
Other values (33)	35	41.7%
(Missing)	27	32.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	1.2%
8	1	1.2%
14	2	2.4%
27	1	1.2%
29	1	1.2%
30	1	1.2%
31	1	1.2%
34	1	1.2%
35	1	1.2%
36	1	1.2%

Value	Count	Frequency (%)
100	1	1.2%
99	1	1.2%
98	2	2.4%
96	2	2.4%
95	1	1.2%
94	1	1.2%
93	1	1.2%
91	1	1.2%
89	1	1.2%
86	1	1.2%

SiteEUI(kBtu/sf)
Real number (ℝ)

HIGH CORRELATION

Distinct	82
Distinct (%)	97.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	82.311905

Minimum	8.1000004
Maximum	286.39999
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.3 KiB

Quantile statistics

Minimum	8.1000004
5-th percentile	23.035001
Q1	52.000001
median	75.049999
Q3	95.100002
95-th percentile	173.18501
Maximum	286.39999
Range	278.29999
Interquartile range (IQR)	43.100001

Descriptive statistics

Standard deviation	47.922662
Coefficient of variation (CV)	0.58220815
Kurtosis	4.4191547
Mean	82.311905
Median Absolute Deviation (MAD)	21.100002
Skewness	1.7340409
Sum	6914.2
Variance	2296.5815
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
83.69999695	2	2.4%
46.40000153	2	2.4%
81.69999695	1	1.2%
58.5	1	1.2%
64.30000305	1	1.2%
82.5	1	1.2%
48	1	1.2%
14.60000038	1	1.2%
204.5	1	1.2%
94.69999695	1	1.2%
Other values (72)	72	85.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8.100000381	1	1.2%
12.10000038	1	1.2%
14.60000038	1	1.2%
19.5	1	1.2%
21.70000076	1	1.2%
30.60000038	1	1.2%
32	1	1.2%
34.09999847	1	1.2%
35.70000076	1	1.2%
39.09999847	1	1.2%

Value	Count	Frequency (%)
286.3999939	1	1.2%
225	1	1.2%
221.6999969	1	1.2%
204.5	1	1.2%
175.6000061	1	1.2%
159.5	1	1.2%
144.3999939	1	1.2%
136.1000061	1	1.2%
132.3999939	1	1.2%
130.1000061	1	1.2%

SiteEUIWN(kBtu/sf)
Real number (ℝ)

HIGH CORRELATION

Distinct	83
Distinct (%)	98.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	83.942857

Minimum	8.1000004
Maximum	299
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.3 KiB

Quantile statistics

Minimum	8.1000004
5-th percentile	23.325
Q1	53.075
median	76.25
Q3	97.549999
95-th percentile	164.61
Maximum	299
Range	290.9
Interquartile range (IQR)	44.474999

Descriptive statistics

Standard deviation	47.430818
Coefficient of variation (CV)	0.56503698
Kurtosis	5.2186145
Mean	83.942857
Median Absolute Deviation (MAD)	21.5
Skewness	1.7856637
Sum	7051.2
Variance	2249.6825
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
78.40000153	2	2.4%
84.30000305	1	1.2%
181.6000061	1	1.2%
85.59999847	1	1.2%
48.40000153	1	1.2%
17.20000076	1	1.2%
207.3000031	1	1.2%
94.59999847	1	1.2%
92.30000305	1	1.2%
59.79999924	1	1.2%
Other values (73)	73	86.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8.100000381	1	1.2%
12.39999962	1	1.2%
17.20000076	1	1.2%
19.5	1	1.2%
21.60000038	1	1.2%
33.09999847	1	1.2%
34.09999847	1	1.2%
36.79999924	1	1.2%
37.09999847	1	1.2%
44	1	1.2%

Value	Count	Frequency (%)
299	1	1.2%
233.1000061	1	1.2%
207.3000031	1	1.2%
181.6000061	1	1.2%
165.8999939	1	1.2%
157.3000031	1	1.2%
153.6999969	1	1.2%
141.6000061	1	1.2%
137.1000061	1	1.2%
132.6999969	1	1.2%

SourceEUI(kBtu/sf)
Real number (ℝ)

HIGH CORRELATION

Distinct	83
Distinct (%)	98.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	181.89643

Minimum	25.5
Maximum	505.79999
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.3 KiB

Quantile statistics

Minimum	25.5
5-th percentile	54.6
Q1	130.025
median	171.6
Q3	215.97499
95-th percentile	397.12501
Maximum	505.79999
Range	480.29999
Interquartile range (IQR)	85.949997

Descriptive statistics

Standard deviation	98.949999
Coefficient of variation (CV)	0.54399089
Kurtosis	2.1956747
Mean	181.89643
Median Absolute Deviation (MAD)	43.949997
Skewness	1.285839
Sum	15279.3
Variance	9791.1023
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
182.5	2	2.4%
138.1000061	1	1.2%
151.6000061	1	1.2%
184	1	1.2%
144	1	1.2%
25.79999924	1	1.2%
505.7999878	1	1.2%
172	1	1.2%
213.3999939	1	1.2%
154.1999969	1	1.2%
Other values (73)	73	86.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
25.5	1	1.2%
25.79999924	1	1.2%
35.20000076	1	1.2%
48.79999924	1	1.2%
54	1	1.2%
58	1	1.2%
61.20000076	1	1.2%
68.19999695	1	1.2%
72.59999847	1	1.2%
74	1	1.2%

Value	Count	Frequency (%)
505.7999878	1	1.2%
485.2999878	1	1.2%
479.5	1	1.2%
407.3999939	1	1.2%
398.7000122	1	1.2%
388.2000122	1	1.2%
338.2999878	1	1.2%
316.2999878	1	1.2%
311.5	1	1.2%
297.3999939	1	1.2%

SourceEUIWN(kBtu/sf)
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	84
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	182.42024

Minimum	25.5
Maximum	504.29999
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.3 KiB

Quantile statistics

Minimum	25.5
5-th percentile	58.994999
Q1	130.625
median	173.65
Q3	217.925
95-th percentile	390.81999
Maximum	504.29999
Range	478.79999
Interquartile range (IQR)	87.299999

Descriptive statistics

Standard deviation	94.516876
Coefficient of variation (CV)	0.51812714
Kurtosis	2.2938962
Mean	182.42024
Median Absolute Deviation (MAD)	43.300003
Skewness	1.2180199
Sum	15323.3
Variance	8933.4399
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
189	1	1.2%
320	1	1.2%
152.1000061	1	1.2%
189.1999969	1	1.2%
144.3999939	1	1.2%
28.79999924	1	1.2%
504.2999878	1	1.2%
171.6999969	1	1.2%
210.3000031	1	1.2%
156.6999969	1	1.2%
Other values (74)	74	88.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
25.5	1	1.2%
28.79999924	1	1.2%
35.5	1	1.2%
48.40000153	1	1.2%
58.79999924	1	1.2%
60.09999847	1	1.2%
61.20000076	1	1.2%
72.90000153	1	1.2%
74.09999847	1	1.2%
79.19999695	1	1.2%

Value	Count	Frequency (%)
504.2999878	1	1.2%
495.5	1	1.2%
412.2000122	1	1.2%
408	1	1.2%
400.2999878	1	1.2%
337.1000061	1	1.2%
320.5	1	1.2%
320	1	1.2%
303.8999939	1	1.2%
285	1	1.2%

SiteEnergyUse(kBtu)
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	84
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	18807902

Minimum	318364.81
Maximum	4.4838531 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.3 KiB

Quantile statistics

Minimum	318364.81
5-th percentile	1437495.5
Q1	4883656.9
median	6915820.2
Q3	16053282
95-th percentile	47428510
Maximum	4.4838531 × 10⁸
Range	4.4806695 × 10⁸
Interquartile range (IQR)	11169625

Descriptive statistics

Standard deviation	50036076
Coefficient of variation (CV)	2.6603752
Kurtosis	67.321488
Mean	18807902
Median Absolute Deviation (MAD)	3677197.4
Skewness	7.8552245
Sum	1.5798637 × 10⁹
Variance	2.5036089 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7226362.5	1	1.2%
16402563	1	1.2%
23658978	1	1.2%
19459304	1	1.2%
13795954	1	1.2%
1049748.625	1	1.2%
15473117	1	1.2%
7258758.5	1	1.2%
16701055	1	1.2%
3706100.25	1	1.2%
Other values (74)	74	88.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
318364.8125	1	1.2%
875943.3125	1	1.2%
1049748.625	1	1.2%
1247362	1	1.2%
1310236.625	1	1.2%
2158629	1	1.2%
2646879	1	1.2%
2726369	1	1.2%
2951331.25	1	1.2%
3234787.75	1	1.2%

Value	Count	Frequency (%)
448385312	1	1.2%
80469216	1	1.2%
72587024	1	1.2%
68090728	1	1.2%
47859812	1	1.2%
44984468	1	1.2%
44731160	1	1.2%
42792072	1	1.2%
39605888	1	1.2%
36667044	1	1.2%

SiteEnergyUseWN(kBtu)
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	84
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19172557

Minimum	326223.09
Maximum	4.7161386 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.3 KiB

Quantile statistics

Minimum	326223.09
5-th percentile	1463437.1
Q1	5054296.4
median	7227405.2
Q3	16254323
95-th percentile	47515775
Maximum	4.7161386 × 10⁸
Range	4.7128763 × 10⁸
Interquartile range (IQR)	11200027

Descriptive statistics

Standard deviation	52319434
Coefficient of variation (CV)	2.728871
Kurtosis	69.37106
Mean	19172557
Median Absolute Deviation (MAD)	3757598
Skewness	8.0152694
Sum	1.6104948 × 10⁹
Variance	2.7373232 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7456910	1	1.2%
16959754	1	1.2%
23736924	1	1.2%
20194606	1	1.2%
13909270	1	1.2%
1243027.75	1	1.2%
15684371	1	1.2%
7250730.5	1	1.2%
16527711	1	1.2%
3787499	1	1.2%
Other values (74)	74	88.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
326223.0938	1	1.2%
875943.3125	1	1.2%
1239429.75	1	1.2%
1243027.75	1	1.2%
1310236.625	1	1.2%
2331573.25	1	1.2%
2682242.75	1	1.2%
3036464	1	1.2%
3150635.5	1	1.2%
3323400.5	1	1.2%

Value	Count	Frequency (%)
471613856	1	1.2%
82318072	1	1.2%
73937112	1	1.2%
49539212	1	1.2%
47602720	1	1.2%
47023088	1	1.2%
45547252	1	1.2%
44110016	1	1.2%
40153432	1	1.2%
38105108	1	1.2%

SteamUse(kBtu)
Real number (ℝ)

ZEROS

Distinct	22
Distinct (%)	26.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1288735.7

Minimum	0
Maximum	21566554
Zeros	63
Zeros (%)	75.0%
Negative	0
Negative (%)	0.0%
Memory size	1.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	184389.88
95-th percentile	5898626.8
Maximum	21566554
Range	21566554
Interquartile range (IQR)	184389.88

Descriptive statistics

Standard deviation	3188344.7
Coefficient of variation (CV)	2.4740097
Kurtosis	20.451158
Mean	1288735.7
Median Absolute Deviation (MAD)	0
Skewness	3.9908472
Sum	1.082538 × 10⁸
Variance	1.0165542 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
0	63	75.0%
2003882	1	1.2%
5137220	1	1.2%
1202380	1	1.2%
9763690	1	1.2%
4120130	1	1.2%
6093150	1	1.2%
5327802.5	1	1.2%
11598686	1	1.2%
3430862	1	1.2%
Other values (12)	12	14.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	63	75.0%
737559.5	1	1.2%
1202380	1	1.2%
1656352.5	1	1.2%
1776201.875	1	1.2%
2003882	1	1.2%
2214446.25	1	1.2%
2276286.5	1	1.2%
3430862	1	1.2%
4120130	1	1.2%

Value	Count	Frequency (%)
21566554	1	1.2%
11598686	1	1.2%
9763690	1	1.2%
6093150	1	1.2%
5999360.5	1	1.2%
5327802.5	1	1.2%
5237165.5	1	1.2%
5137220	1	1.2%
4870847.5	1	1.2%
4592347.5	1	1.2%

Electricity(kWh)
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	84
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2838236.6

Minimum	82434
Maximum	44102076
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.3 KiB

Quantile statistics

Minimum	82434
5-th percentile	216614.75
Q1	681805.31
median	1239209.2
Q3	2879216.6
95-th percentile	10194183
Maximum	44102076
Range	44019642
Interquartile range (IQR)	2197411.3

Descriptive statistics

Standard deviation	5456203.1
Coefficient of variation (CV)	1.9223919
Kurtosis	39.979062
Mean	2838236.6
Median Absolute Deviation (MAD)	743511.91
Skewness	5.6695559
Sum	2.3841187 × 10⁸
Variance	2.9770152 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1156514.25	1	1.2%
1664565.75	1	1.2%
4226010	1	1.2%
3218245	1	1.2%
3772301	1	1.2%
106038.5	1	1.2%
2973421.25	1	1.2%
779819	1	1.2%
2897562.75	1	1.2%
824351.625	1	1.2%
Other values (74)	74	88.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
82434	1	1.2%
106038.5	1	1.2%
161743.0938	1	1.2%
167733.5	1	1.2%
209536.5938	1	1.2%
256724.2969	1	1.2%
379058.9063	1	1.2%
379121.0938	1	1.2%
384008.3125	1	1.2%
392082.5938	1	1.2%

Value	Count	Frequency (%)
44102076	1	1.2%
14515435	1	1.2%
13348631	1	1.2%
13109951	1	1.2%
10327434	1	1.2%
9439097	1	1.2%
8088294.5	1	1.2%
7138872.5	1	1.2%
6220773	1	1.2%
5351014.5	1	1.2%

Electricity(kBtu)
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	84
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9684063.1

Minimum	281265
Maximum	1.5047628 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.3 KiB

Quantile statistics

Minimum	281265
5-th percentile	739089.6
Q1	2326319.5
median	4228182
Q3	9823886.8
95-th percentile	34782554
Maximum	1.5047628 × 10⁸
Range	1.5019502 × 10⁸
Interquartile range (IQR)	7497567.2

Descriptive statistics

Standard deviation	18616565
Coefficient of variation (CV)	1.9223919
Kurtosis	39.979062
Mean	9684063.1
Median Absolute Deviation (MAD)	2536863
Skewness	5.6695559
Sum	8.134613 × 10⁸
Variance	3.4657649 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3946027	1	1.2%
5679498	1	1.2%
14419146	1	1.2%
10980652	1	1.2%
12871091	1	1.2%
361803	1	1.2%
10145313	1	1.2%
2660742	1	1.2%
9886484	1	1.2%
2812688	1	1.2%
Other values (74)	74	88.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
281265	1	1.2%
361803	1	1.2%
551867	1	1.2%
572307	1	1.2%
714939	1	1.2%
875943	1	1.2%
1293349	1	1.2%
1293561	1	1.2%
1310236	1	1.2%
1337786	1	1.2%

Value	Count	Frequency (%)
150476283	1	1.2%
49526664	1	1.2%
45545529	1	1.2%
44731153	1	1.2%
35237205	1	1.2%
32206199	1	1.2%
27597261	1	1.2%
24357833	1	1.2%
21225277	1	1.2%
18257661	1	1.2%

NaturalGas(therms)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	71
Distinct (%)	84.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	77283.406

Minimum	0
Maximum	2979090
Zeros	14
Zeros (%)	16.7%
Negative	0
Negative (%)	0.0%
Memory size	1.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	6805.5891
median	22328.615
Q3	45933.915
95-th percentile	229202.38
Maximum	2979090
Range	2979090
Interquartile range (IQR)	39128.326

Descriptive statistics

Standard deviation	327121.58
Coefficient of variation (CV)	4.2327531
Kurtosis	77.098138
Mean	77283.406
Median Absolute Deviation (MAD)	17867.989
Skewness	8.6252063
Sum	6491806.1
Variance	1.0700853 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	14	16.7%
12764.5293	1	1.2%
6879.452148	1	1.2%
68145.70313	1	1.2%
8934.120117	1	1.2%
107230.6406	1	1.2%
309673	1	1.2%
13969.80957	1	1.2%
29136.03906	1	1.2%
26829.20117	1	1.2%
Other values (61)	61	72.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	14	16.7%
371	1	1.2%
3851.890137	1	1.2%
5273.430176	1	1.2%
5315.200195	1	1.2%
5324.230469	1	1.2%
5512.879883	1	1.2%
6584	1	1.2%
6879.452148	1	1.2%
6886.799805	1	1.2%

Value	Count	Frequency (%)
2979090	1	1.2%
328535.125	1	1.2%
309673	1	1.2%
296021.5	1	1.2%
233249.9219	1	1.2%
206266.3125	1	1.2%
123314.75	1	1.2%
107230.6406	1	1.2%
103937.3672	1	1.2%
90697.79688	1	1.2%

NaturalGas(kBtu)
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	71
Distinct (%)	84.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7728340.6

Minimum	0
Maximum	2.97909 × 10⁸
Zeros	14
Zeros (%)	16.7%
Negative	0
Negative (%)	0.0%
Memory size	1.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	680558.75
median	2232861.5
Q3	4593391.5
95-th percentile	22920238
Maximum	2.97909 × 10⁸
Range	2.97909 × 10⁸
Interquartile range (IQR)	3912832.8

Descriptive statistics

Standard deviation	32712158
Coefficient of variation (CV)	4.2327531
Kurtosis	77.098138
Mean	7728340.6
Median Absolute Deviation (MAD)	1786799
Skewness	8.6252063
Sum	6.4918061 × 10⁸
Variance	1.0700853 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	14	16.7%
1276453	1	1.2%
687945	1	1.2%
6814570	1	1.2%
893412	1	1.2%
10723064	1	1.2%
30967300	1	1.2%
1396981	1	1.2%
2913604	1	1.2%
2682920	1	1.2%
Other values (61)	61	72.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	14	16.7%
37100	1	1.2%
385189	1	1.2%
527343	1	1.2%
531520	1	1.2%
532423	1	1.2%
551288	1	1.2%
658400	1	1.2%
687945	1	1.2%
688680	1	1.2%

Value	Count	Frequency (%)
297909000	1	1.2%
32853512	1	1.2%
30967300	1	1.2%
29602150	1	1.2%
23324992	1	1.2%
20626631	1	1.2%
12331475	1	1.2%
10723064	1	1.2%
10393737	1	1.2%
9069780	1	1.2%

DefaultData
Boolean

CONSTANT

Distinct	1
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	756.0 B

False	84

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	84	100.0%

Comments
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	84
Missing (%)	100.0%
Memory size	1.3 KiB

ComplianceStatus
Categorical

CONSTANT

Distinct	1
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	6.1 KiB

Compliant	84

Length

Max length	9
Median length	9
Mean length	9
Min length	9

Characters and Unicode

Total characters	756
Distinct characters	9
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Compliant
2nd row	Compliant
3rd row	Compliant
4th row	Compliant
5th row	Compliant

Common Values

Value	Count	Frequency (%)
Compliant	84	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
compliant	84	100.0%

Most occurring characters

Value	Count	Frequency (%)
C	84	11.1%
o	84	11.1%
m	84	11.1%
p	84	11.1%
l	84	11.1%
i	84	11.1%
a	84	11.1%
n	84	11.1%
t	84	11.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	672	88.9%
Uppercase Letter	84	11.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	84	12.5%
m	84	12.5%
p	84	12.5%
l	84	12.5%
i	84	12.5%
a	84	12.5%
n	84	12.5%
t	84	12.5%

Uppercase Letter

Value	Count	Frequency (%)
C	84	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	756	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
C	84	11.1%
o	84	11.1%
m	84	11.1%
p	84	11.1%
l	84	11.1%
i	84	11.1%
a	84	11.1%
n	84	11.1%
t	84	11.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	756	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
C	84	11.1%
o	84	11.1%
m	84	11.1%
p	84	11.1%
l	84	11.1%
i	84	11.1%
a	84	11.1%
n	84	11.1%
t	84	11.1%

Outlier
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	84
Missing (%)	100.0%
Memory size	1.3 KiB

TotalGHGEmissions
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	84
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	577.43845

Minimum	3.93
Maximum	16870.98
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.3 KiB

Quantile statistics

Minimum	3.93
5-th percentile	33.392
Q1	128.1525
median	235.205
Q3	484.16
95-th percentile	1722.961
Maximum	16870.98
Range	16867.05
Interquartile range (IQR)	356.0075

Descriptive statistics

Standard deviation	1860.1592
Coefficient of variation (CV)	3.2213983
Kurtosis	73.158082
Mean	577.43845
Median Absolute Deviation (MAD)	152.09
Skewness	8.3159686
Sum	48504.83
Variance	3460192.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
249.98	1	1.2%
609.1	1	1.2%
607.41	1	1.2%
526.85	1	1.2%
138.85	1	1.2%
39.06	1	1.2%
481.97	1	1.2%
262.75	1	1.2%
430.84	1	1.2%
67.06	1	1.2%
Other values (74)	74	88.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3.93	1	1.2%
6.11	1	1.2%
9.13	1	1.2%
29.04	1	1.2%
33.26	1	1.2%
34.14	1	1.2%
35.36	1	1.2%
39.06	1	1.2%
44.32	1	1.2%
45.43	1	1.2%

Value	Count	Frequency (%)
16870.98	1	1.2%
2451.58	1	1.2%
2089.28	1	1.2%
1990.5	1	1.2%
1727.11	1	1.2%
1699.45	1	1.2%
1265.29	1	1.2%
804.2	1	1.2%
802.89	1	1.2%
740.97	1	1.2%

GHGEmissionsIntensity
Real number (ℝ)

HIGH CORRELATION

Distinct	77
Distinct (%)	91.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.6097619

Minimum	0.04
Maximum	34.09
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.3 KiB

Quantile statistics

Minimum	0.04
5-th percentile	0.406
Q1	0.9575
median	1.865
Q3	2.865
95-th percentile	6.3745
Maximum	34.09
Range	34.05
Interquartile range (IQR)	1.9075

Descriptive statistics

Standard deviation	3.9513734
Coefficient of variation (CV)	1.5140743
Kurtosis	49.455428
Mean	2.6097619
Median Absolute Deviation (MAD)	0.985
Skewness	6.3937491
Sum	219.22
Variance	15.613352
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.44	4	4.8%
0.6	2	2.4%
1.4	2	2.4%
0.64	2	2.4%
1.6	2	2.4%
0.8	1	1.2%
1.86	1	1.2%
0.67	1	1.2%
4.83	1	1.2%
3.43	1	1.2%
Other values (67)	67	79.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.04	1	1.2%
0.1	1	1.2%
0.14	1	1.2%
0.34	1	1.2%
0.4	1	1.2%
0.44	4	4.8%
0.58	1	1.2%
0.6	2	2.4%
0.64	2	2.4%
0.65	1	1.2%

Value	Count	Frequency (%)
34.09	1	1.2%
11.12	1	1.2%
7.94	1	1.2%
6.98	1	1.2%
6.52	1	1.2%
5.55	1	1.2%
5.05	1	1.2%
4.83	1	1.2%
4.75	1	1.2%
4.67	1	1.2%

Auto

Heatmap
Table

	OSEBuildingID	ZipCode	TaxParcelIdentificationNumber	CouncilDistrictCode	Latitude	Longitude	YearBuilt	NumberofFloors	PropertyGFATotal	PropertyGFAParking	PropertyGFABuilding(s)	LargestPropertyUseTypeGFA	SecondLargestPropertyUseTypeGFA	ThirdLargestPropertyUseTypeGFA	ENERGYSTARScore	SiteEUI(kBtu/sf)	SiteEUIWN(kBtu/sf)	SourceEUI(kBtu/sf)	SourceEUIWN(kBtu/sf)	SiteEnergyUse(kBtu)	SiteEnergyUseWN(kBtu)	SteamUse(kBtu)	Electricity(kWh)	Electricity(kBtu)	NaturalGas(therms)	NaturalGas(kBtu)	TotalGHGEmissions	GHGEmissionsIntensity	BuildingType	PrimaryPropertyType	Neighborhood	NumberofBuildings	LargestPropertyUseType	SecondLargestPropertyUseType	ThirdLargestPropertyUseType
OSEBuildingID	1.000	0.482	0.695	-0.320	0.409	-0.199	0.166	-0.494	-0.112	-0.208	-0.109	-0.105	-0.182	0.311	0.341	-0.215	-0.229	-0.127	-0.143	-0.209	-0.216	-0.252	-0.097	-0.097	-0.194	-0.194	-0.274	-0.313	0.370	0.336	0.413	0.350	0.321	0.000	0.000
ZipCode	0.482	1.000	0.290	-0.398	0.247	-0.056	0.166	-0.413	-0.025	-0.127	-0.031	0.034	0.090	0.147	0.200	-0.153	-0.165	-0.158	-0.163	-0.114	-0.120	-0.227	-0.062	-0.062	-0.099	-0.099	-0.152	-0.172	0.087	0.239	0.495	0.000	0.143	0.263	0.475
TaxParcelIdentificationNumber	0.695	0.290	1.000	-0.012	0.233	-0.373	0.217	-0.210	-0.052	0.052	-0.093	-0.041	-0.081	0.096	0.277	-0.038	-0.052	0.008	0.002	-0.052	-0.059	-0.117	0.018	0.018	-0.048	-0.048	-0.086	-0.128	0.157	0.385	0.351	0.222	0.471	1.000	1.000
CouncilDistrictCode	-0.320	-0.398	-0.012	1.000	-0.099	-0.511	0.040	0.355	0.109	0.307	0.064	0.107	0.094	-0.480	0.129	-0.075	-0.081	-0.036	-0.031	0.047	0.035	0.324	0.057	0.057	-0.128	-0.128	0.045	-0.116	0.284	0.425	0.854	0.341	0.338	0.157	0.479
Latitude	0.409	0.247	0.233	-0.099	1.000	-0.263	0.169	-0.385	-0.187	-0.063	-0.178	-0.174	-0.060	-0.188	0.203	-0.288	-0.286	-0.334	-0.338	-0.355	-0.348	-0.243	-0.366	-0.366	-0.068	-0.068	-0.303	-0.247	0.693	0.464	0.697	0.516	0.346	0.455	0.616
Longitude	-0.199	-0.056	-0.373	-0.511	-0.263	1.000	-0.099	0.101	-0.027	-0.091	-0.008	-0.035	0.066	0.283	-0.191	-0.012	-0.002	-0.028	-0.025	-0.033	-0.023	-0.098	-0.050	-0.050	0.060	0.060	-0.033	0.031	0.447	0.426	0.560	0.434	0.369	0.424	0.000
YearBuilt	0.166	0.166	0.217	0.040	0.169	-0.099	1.000	0.116	0.269	0.545	0.150	0.191	0.384	0.219	0.136	0.074	0.044	0.165	0.152	0.195	0.171	-0.081	0.299	0.299	0.097	0.097	0.067	-0.144	0.059	0.222	0.174	0.222	0.223	0.005	0.095
NumberofFloors	-0.494	-0.413	-0.210	0.355	-0.385	0.101	0.116	1.000	0.419	0.462	0.377	0.387	0.248	-0.266	-0.184	0.267	0.269	0.242	0.245	0.437	0.437	0.261	0.378	0.378	0.374	0.374	0.448	0.248	0.000	0.000	0.000	0.000	0.000	0.000	0.116
PropertyGFATotal	-0.112	-0.025	-0.052	0.109	-0.187	-0.027	0.269	0.419	1.000	0.355	0.954	0.894	0.708	0.064	0.006	0.003	-0.014	0.067	0.048	0.760	0.767	0.205	0.727	0.727	0.352	0.352	0.652	-0.023	0.720	0.384	0.152	0.460	0.336	0.183	0.000
PropertyGFAParking	-0.208	-0.127	0.052	0.307	-0.063	-0.091	0.545	0.462	0.355	1.000	0.150	0.238	0.349	-0.431	-0.007	0.071	0.065	0.145	0.144	0.207	0.200	0.085	0.269	0.269	0.200	0.200	0.178	-0.116	0.000	0.000	0.000	0.000	0.000	0.000	0.000
PropertyGFABuilding(s)	-0.109	-0.031	-0.093	0.064	-0.178	-0.008	0.150	0.377	0.954	0.150	1.000	0.885	0.642	0.144	-0.057	-0.013	-0.028	0.033	0.012	0.763	0.772	0.251	0.702	0.702	0.325	0.325	0.665	0.026	0.699	0.250	0.000	0.251	0.162	0.000	0.134
LargestPropertyUseTypeGFA	-0.105	0.034	-0.041	0.107	-0.174	-0.035	0.191	0.387	0.894	0.238	0.885	1.000	0.630	0.020	-0.071	-0.028	-0.047	-0.013	-0.033	0.743	0.749	0.197	0.671	0.671	0.402	0.402	0.664	0.054	0.338	0.355	0.067	0.467	0.340	0.000	0.000
SecondLargestPropertyUseTypeGFA	-0.182	0.090	-0.081	0.094	-0.060	0.066	0.384	0.248	0.708	0.349	0.642	0.630	1.000	0.142	-0.046	0.028	-0.001	0.097	0.075	0.617	0.624	0.120	0.615	0.615	0.268	0.268	0.485	-0.027	0.660	0.494	0.106	0.353	0.000	0.365	0.437
ThirdLargestPropertyUseTypeGFA	0.311	0.147	0.096	-0.480	-0.188	0.283	0.219	-0.266	0.064	-0.431	0.144	0.020	0.142	1.000	0.291	0.079	0.067	0.164	0.169	0.310	0.300	-0.218	0.262	0.262	0.084	0.084	0.237	0.146	0.670	0.595	0.585	0.670	0.420	0.795	0.469
ENERGYSTARScore	0.341	0.200	0.277	0.129	0.203	-0.191	0.136	-0.184	0.006	-0.007	-0.057	-0.071	-0.046	0.291	1.000	-0.691	-0.691	-0.683	-0.689	-0.342	-0.335	-0.333	-0.335	-0.335	-0.205	-0.205	-0.396	-0.547	0.580	0.311	0.074	0.346	0.231	0.310	0.511
SiteEUI(kBtu/sf)	-0.215	-0.153	-0.038	-0.075	-0.288	-0.012	0.074	0.267	0.003	0.071	-0.013	-0.028	0.028	0.079	-0.691	1.000	0.996	0.914	0.914	0.535	0.522	0.257	0.458	0.458	0.380	0.380	0.580	0.799	0.339	0.424	0.128	0.146	0.375	0.000	0.000
SiteEUIWN(kBtu/sf)	-0.229	-0.165	-0.052	-0.081	-0.286	-0.002	0.044	0.269	-0.014	0.065	-0.028	-0.047	-0.001	0.067	-0.691	0.996	1.000	0.905	0.908	0.516	0.508	0.248	0.436	0.436	0.389	0.389	0.574	0.809	0.692	0.431	0.197	0.072	0.435	0.243	0.000
SourceEUI(kBtu/sf)	-0.127	-0.158	0.008	-0.036	-0.334	-0.028	0.165	0.242	0.067	0.145	0.033	-0.013	0.097	0.164	-0.683	0.914	0.905	1.000	0.997	0.541	0.528	0.239	0.604	0.604	0.198	0.198	0.463	0.558	0.408	0.298	0.106	0.125	0.351	0.330	0.496
SourceEUIWN(kBtu/sf)	-0.143	-0.163	0.002	-0.031	-0.338	-0.025	0.152	0.245	0.048	0.144	0.012	-0.033	0.075	0.169	-0.689	0.914	0.908	0.997	1.000	0.522	0.512	0.240	0.586	0.586	0.191	0.191	0.451	0.562	0.465	0.259	0.000	0.000	0.239	0.388	0.394
SiteEnergyUse(kBtu)	-0.209	-0.114	-0.052	0.047	-0.355	-0.033	0.195	0.437	0.760	0.207	0.763	0.743	0.617	0.310	-0.342	0.535	0.516	0.541	0.522	1.000	0.997	0.375	0.910	0.910	0.475	0.475	0.907	0.472	0.701	0.325	0.341	0.274	0.000	0.478	0.545
SiteEnergyUseWN(kBtu)	-0.216	-0.120	-0.059	0.035	-0.348	-0.023	0.171	0.437	0.767	0.200	0.772	0.749	0.624	0.300	-0.335	0.522	0.508	0.528	0.512	0.997	1.000	0.377	0.902	0.902	0.481	0.481	0.913	0.474	0.701	0.325	0.341	0.274	0.000	0.478	0.545
SteamUse(kBtu)	-0.252	-0.227	-0.117	0.324	-0.243	-0.098	-0.081	0.261	0.205	0.085	0.251	0.197	0.120	-0.218	-0.333	0.257	0.248	0.239	0.240	0.375	0.377	1.000	0.292	0.292	-0.275	-0.275	0.452	0.362	0.159	0.000	0.000	0.000	0.000	0.000	0.000
Electricity(kWh)	-0.097	-0.062	0.018	0.057	-0.366	-0.050	0.299	0.378	0.727	0.269	0.702	0.671	0.615	0.262	-0.335	0.458	0.436	0.604	0.586	0.910	0.902	0.292	1.000	1.000	0.262	0.262	0.697	0.220	0.684	0.366	0.241	0.352	0.252	0.243	0.263
Electricity(kBtu)	-0.097	-0.062	0.018	0.057	-0.366	-0.050	0.299	0.378	0.727	0.269	0.702	0.671	0.615	0.262	-0.335	0.458	0.436	0.604	0.586	0.910	0.902	0.292	1.000	1.000	0.262	0.262	0.697	0.220	0.684	0.366	0.241	0.352	0.252	0.243	0.263
NaturalGas(therms)	-0.194	-0.099	-0.048	-0.128	-0.068	0.060	0.097	0.374	0.352	0.200	0.325	0.402	0.268	0.084	-0.205	0.380	0.389	0.198	0.191	0.475	0.481	-0.275	0.262	0.262	1.000	1.000	0.614	0.528	0.700	0.597	0.651	0.452	0.439	0.478	0.806
NaturalGas(kBtu)	-0.194	-0.099	-0.048	-0.128	-0.068	0.060	0.097	0.374	0.352	0.200	0.325	0.402	0.268	0.084	-0.205	0.380	0.389	0.198	0.191	0.475	0.481	-0.275	0.262	0.262	1.000	1.000	0.614	0.528	0.700	0.597	0.651	0.452	0.439	0.478	0.806
TotalGHGEmissions	-0.274	-0.152	-0.086	0.045	-0.303	-0.033	0.067	0.448	0.652	0.178	0.665	0.664	0.485	0.237	-0.396	0.580	0.574	0.463	0.451	0.907	0.913	0.452	0.697	0.697	0.614	0.614	1.000	0.690	0.702	0.352	0.447	0.223	0.000	0.486	0.545
GHGEmissionsIntensity	-0.313	-0.172	-0.128	-0.116	-0.247	0.031	-0.144	0.248	-0.023	-0.116	0.026	0.054	-0.027	0.146	-0.547	0.799	0.809	0.558	0.562	0.472	0.474	0.362	0.220	0.220	0.528	0.528	0.690	1.000	0.683	0.463	0.412	0.319	0.379	0.367	0.356
BuildingType	0.370	0.087	0.157	0.284	0.693	0.447	0.059	0.000	0.720	0.000	0.699	0.338	0.660	0.670	0.580	0.339	0.692	0.408	0.465	0.701	0.701	0.159	0.684	0.684	0.700	0.700	0.702	0.683	1.000	0.478	0.414	0.000	0.402	0.580	0.628
PrimaryPropertyType	0.336	0.239	0.385	0.425	0.464	0.426	0.222	0.000	0.384	0.000	0.250	0.355	0.494	0.595	0.311	0.424	0.431	0.298	0.259	0.325	0.325	0.000	0.366	0.366	0.597	0.597	0.352	0.463	0.478	1.000	0.391	0.723	0.841	0.472	0.366
Neighborhood	0.413	0.495	0.351	0.854	0.697	0.560	0.174	0.000	0.152	0.000	0.000	0.067	0.106	0.585	0.074	0.128	0.197	0.106	0.000	0.341	0.341	0.000	0.241	0.241	0.651	0.651	0.447	0.412	0.414	0.391	1.000	0.391	0.300	0.000	0.401
NumberofBuildings	0.350	0.000	0.222	0.341	0.516	0.434	0.222	0.000	0.460	0.000	0.251	0.467	0.353	0.670	0.346	0.146	0.072	0.125	0.000	0.274	0.274	0.000	0.352	0.352	0.452	0.452	0.223	0.319	0.000	0.723	0.391	1.000	0.610	0.709	0.469
LargestPropertyUseType	0.321	0.143	0.471	0.338	0.346	0.369	0.223	0.000	0.336	0.000	0.162	0.340	0.000	0.420	0.231	0.375	0.435	0.351	0.239	0.000	0.000	0.000	0.252	0.252	0.439	0.439	0.000	0.379	0.402	0.841	0.300	0.610	1.000	0.394	0.000
SecondLargestPropertyUseType	0.000	0.263	1.000	0.157	0.455	0.424	0.005	0.000	0.183	0.000	0.000	0.000	0.365	0.795	0.310	0.000	0.243	0.330	0.388	0.478	0.478	0.000	0.243	0.243	0.478	0.478	0.486	0.367	0.580	0.472	0.000	0.709	0.394	1.000	0.516
ThirdLargestPropertyUseType	0.000	0.475	1.000	0.479	0.616	0.000	0.095	0.116	0.000	0.000	0.134	0.000	0.437	0.469	0.511	0.000	0.000	0.496	0.394	0.545	0.545	0.000	0.263	0.263	0.806	0.806	0.545	0.356	0.628	0.366	0.401	0.469	0.000	0.516	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	OSEBuildingID	DataYear	BuildingType	PrimaryPropertyType	PropertyName	Address	City	State	ZipCode	TaxParcelIdentificationNumber	CouncilDistrictCode	Neighborhood	Latitude	Longitude	YearBuilt	NumberofBuildings	NumberofFloors	PropertyGFATotal	PropertyGFAParking	PropertyGFABuilding(s)	ListOfAllPropertyUseTypes	LargestPropertyUseType	LargestPropertyUseTypeGFA	SecondLargestPropertyUseType	SecondLargestPropertyUseTypeGFA	ThirdLargestPropertyUseType	ThirdLargestPropertyUseTypeGFA	YearsENERGYSTARCertified	ENERGYSTARScore	SiteEUI(kBtu/sf)	SiteEUIWN(kBtu/sf)	SourceEUI(kBtu/sf)	SourceEUIWN(kBtu/sf)	SiteEnergyUse(kBtu)	SiteEnergyUseWN(kBtu)	SteamUse(kBtu)	Electricity(kWh)	Electricity(kBtu)	NaturalGas(therms)	NaturalGas(kBtu)	DefaultData	Comments	ComplianceStatus	Outlier	TotalGHGEmissions	GHGEmissionsIntensity
0	1	2016	NonResidential	Hotel	Mayflower park hotel	405 Olive way	Seattle	WA	98101.0	0659000030	7	DOWNTOWN	47.61220	-122.33799	1927	1.0	12	88434	0	88434	Hotel	Hotel	88434.0	NaN	NaN	NaN	NaN	NaN	60.0	81.699997	84.300003	182.500000	189.000000	7226362.5	7456910.0	2003882.00	1.156514e+06	3946027.0	12764.529300	1276453.0	False	NaN	Compliant	NaN	249.98	2.83
1	2	2016	NonResidential	Hotel	Paramount Hotel	724 Pine street	Seattle	WA	98101.0	0659000220	7	DOWNTOWN	47.61317	-122.33393	1996	1.0	11	103566	15064	88502	Hotel, Parking, Restaurant	Hotel	83880.0	Parking	15064.0	Restaurant	4622.0	NaN	61.0	94.800003	97.900002	176.100006	179.399994	8387933.0	8664479.0	0.00	9.504252e+05	3242851.0	51450.816410	5145082.0	False	NaN	Compliant	NaN	295.86	2.86
2	3	2016	NonResidential	Hotel	5673-The Westin Seattle	1900 5th Avenue	Seattle	WA	98101.0	0659000475	7	DOWNTOWN	47.61393	-122.33810	1969	1.0	41	956110	196718	759392	Hotel	Hotel	756493.0	NaN	NaN	NaN	NaN	NaN	43.0	96.000000	97.699997	241.899994	244.100006	72587024.0	73937112.0	21566554.00	1.451544e+07	49526664.0	14938.000000	1493800.0	False	NaN	Compliant	NaN	2089.28	2.19
3	5	2016	NonResidential	Hotel	HOTEL MAX	620 STEWART ST	Seattle	WA	98101.0	0659000640	7	DOWNTOWN	47.61412	-122.33664	1926	1.0	10	61320	0	61320	Hotel	Hotel	61320.0	NaN	NaN	NaN	NaN	NaN	56.0	110.800003	113.300003	216.199997	224.000000	6794584.0	6946800.5	2214446.25	8.115253e+05	2768924.0	18112.130860	1811213.0	False	NaN	Compliant	NaN	286.43	4.67
4	8	2016	NonResidential	Hotel	WARWICK SEATTLE HOTEL (ID8)	401 LENORA ST	Seattle	WA	98121.0	0659000970	7	DOWNTOWN	47.61375	-122.34047	1980	1.0	18	175580	62000	113580	Hotel, Parking, Swimming Pool	Hotel	123445.0	Parking	68009.0	Swimming Pool	0.0	NaN	75.0	114.800003	118.699997	211.399994	215.600006	14172606.0	14656503.0	0.00	1.573449e+06	5368607.0	88039.984380	8803998.0	False	NaN	Compliant	NaN	505.01	2.88
5	9	2016	Nonresidential COS	Other	West Precinct	810 Virginia St	Seattle	WA	98101.0	0660000560	7	DOWNTOWN	47.61623	-122.33657	1999	1.0	2	97288	37198	60090	Police Station	Police Station	88830.0	NaN	NaN	NaN	NaN	NaN	NaN	136.100006	141.600006	316.299988	320.500000	12086616.0	12581712.0	0.00	2.160444e+06	7371434.0	47151.816410	4715182.0	False	NaN	Compliant	NaN	301.81	3.10
6	10	2016	NonResidential	Hotel	Camlin	1619 9th Avenue	Seattle	WA	98101.0	0660000825	7	DOWNTOWN	47.61390	-122.33283	1926	1.0	11	83008	0	83008	Hotel	Hotel	81352.0	NaN	NaN	NaN	NaN	NaN	27.0	70.800003	74.500000	146.600006	154.699997	5758795.0	6062767.5	0.00	8.239199e+05	2811215.0	29475.800780	2947580.0	False	NaN	Compliant	NaN	176.14	2.12
7	11	2016	NonResidential	Other	Paramount Theatre	911 Pine St	Seattle	WA	98101.0	0660000955	7	DOWNTOWN	47.61327	-122.33136	1926	1.0	8	102761	0	102761	Other - Entertainment/Public Assembly	Other - Entertainment/Public Assembly	102761.0	NaN	NaN	NaN	NaN	NaN	NaN	61.299999	68.800003	141.699997	152.300003	6298131.5	7067881.5	2276286.50	1.065843e+06	3636655.0	3851.890137	385189.0	False	NaN	Compliant	NaN	221.51	2.16
8	12	2016	NonResidential	Hotel	311wh-Pioneer Square	612 2nd Ave	Seattle	WA	98104.0	0939000080	7	DOWNTOWN	47.60294	-122.33263	1904	1.0	15	163984	0	163984	Hotel	Hotel	163984.0	NaN	NaN	NaN	NaN	NaN	43.0	83.699997	86.599998	180.899994	187.199997	13723820.0	14194054.0	0.00	2.138898e+06	7297919.0	64259.000000	6425900.0	False	NaN	Compliant	NaN	392.16	2.39
10	15	2016	NonResidential	Hotel	Hotel Monaco Seattle	1101 4th Avenue	Seattle	WA	98101.0	0942000145	7	DOWNTOWN	47.60695	-122.33414	1969	1.0	11	153163	19279	133884	Hotel	Hotel	133884.0	NaN	NaN	NaN	NaN	NaN	30.0	119.599998	124.300003	228.199997	233.000000	16016644.0	16646930.0	5237165.50	1.813490e+06	6187627.0	45918.500000	4591850.0	False	NaN	Compliant	NaN	691.26	4.51

	OSEBuildingID	DataYear	BuildingType	PrimaryPropertyType	PropertyName	Address	City	State	ZipCode	TaxParcelIdentificationNumber	CouncilDistrictCode	Neighborhood	Latitude	Longitude	YearBuilt	NumberofBuildings	NumberofFloors	PropertyGFATotal	PropertyGFAParking	PropertyGFABuilding(s)	ListOfAllPropertyUseTypes	LargestPropertyUseType	LargestPropertyUseTypeGFA	SecondLargestPropertyUseType	SecondLargestPropertyUseTypeGFA	ThirdLargestPropertyUseType	ThirdLargestPropertyUseTypeGFA	YearsENERGYSTARCertified	ENERGYSTARScore	SiteEUI(kBtu/sf)	SiteEUIWN(kBtu/sf)	SourceEUI(kBtu/sf)	SourceEUIWN(kBtu/sf)	SiteEnergyUse(kBtu)	SiteEnergyUseWN(kBtu)	SteamUse(kBtu)	Electricity(kWh)	Electricity(kBtu)	NaturalGas(therms)	NaturalGas(kBtu)	DefaultData	Comments	ComplianceStatus	Outlier	TotalGHGEmissions	GHGEmissionsIntensity
83	120	2016	NonResidential	K-12 School	Holy Names Academy	728 21st Ave East	Seattle	WA	98112.0	1338800660	3	EAST	47.62644	-122.30429	1908	1.0	6	194104	0	194104	K-12 School	K-12 School	194104.0	NaN	NaN	NaN	NaN	NaN	100.0	32.000000	37.099998	54.000000	60.099998	6219841.5	7204080.0	0.0	5.533097e+05	1887893.0	43319.488280	4331949.0	False	NaN	Compliant	NaN	243.23	1.25
84	121	2016	NonResidential	Small- and Mid-Sized Office	2100 Building	2100 24th Ave S	Seattle	WA	98144.0	1498303116	3	SOUTHEAST	47.58408	-122.30125	2003	1.0	3	99433	35752	63681	Office, Parking	Office	63681.0	Parking	35752.0	NaN	NaN	NaN	63.0	76.900002	78.199997	241.500000	245.600006	4897760.0	4980737.5	0.0	1.435451e+06	4897760.0	0.000000	0.0	False	NaN	Compliant	NaN	34.14	0.34
89	131	2016	NonResidential	Other	Lakeview	1208 NE 64th st	Seattle	WA	98115.0	1797500625	4	NORTHEAST	47.67524	-122.31534	1941	1.0	4	56521	0	56521	Other	Other	49000.0	NaN	NaN	NaN	NaN	NaN	NaN	129.699997	129.899994	407.399994	408.000000	6357632.0	6367210.0	0.0	1.863315e+06	6357631.0	0.000000	0.0	False	NaN	Compliant	NaN	44.32	0.78
90	132	2016	NonResidential	Other	Roosevelt Square	6417 Roosevelt Way NE # 18-28	Seattle	WA	98115.0	1797500715	4	NORTHEAST	47.67559	-122.31769	1929	1.0	2	206934	0	206934	Other, Parking	Other	119146.0	Parking	0.0	NaN	NaN	NaN	NaN	35.700001	36.799999	72.599998	72.900002	4253577.5	4384625.5	0.0	5.864898e+05	2001103.0	22524.740230	2252474.0	False	NaN	Compliant	NaN	133.58	0.65
91	136	2016	NonResidential	Hotel	Holiday Inn Express North Seattle Shoreline	14115 Aurora Ave N	Seattle	WA	98133.0	1926049012	5	NORTHWEST	47.73141	-122.34580	2001	1.0	4	51390	0	51390	Hotel, Parking	Hotel	51390.0	Parking	0.0	NaN	NaN	NaN	89.0	70.300003	70.400002	130.699997	130.899994	3611538.0	3616214.0	0.0	4.098150e+05	1398289.0	22132.490230	2213249.0	False	NaN	Compliant	NaN	127.29	2.48
94	139	2016	NonResidential	Hotel	7066-Seattle-Northgate	13300 Stone Avenue N	Seattle	WA	98133.0	1926049434	5	NORTHWEST	47.72551	-122.34230	2002	1.0	3	69138	0	69138	Hotel	Hotel	70609.0	NaN	NaN	NaN	NaN	NaN	78.0	45.900002	47.099998	101.599998	104.699997	3242458.0	3323400.5	0.0	5.283967e+05	1802889.0	14395.681640	1439568.0	False	NaN	Compliant	NaN	89.02	1.29
96	144	2016	NonResidential	Hotel	Alexis Hotel	1007 First Ave.	Seattle	WA	98104.0	1974600035	7	DOWNTOWN	47.60480	-122.33680	1904	1.0	5	190980	0	190980	Hotel, Parking	Hotel	190980.0	Parking	19051.0	NaN	NaN	NaN	98.0	34.099998	34.099998	84.000000	84.000000	6505995.0	6505995.0	0.0	1.290419e+06	4402910.0	21030.839840	2103084.0	False	NaN	Compliant	NaN	142.39	0.75
97	145	2016	Nonresidential COS	Other	Benaroya Hall	200 University Street	Seattle	WA	98111.0	1974700025	7	DOWNTOWN	47.60804	-122.33670	1998	1.0	6	284100	0	284100	Other - Entertainment/Public Assembly	Other - Entertainment/Public Assembly	189750.0	NaN	NaN	NaN	NaN	NaN	NaN	77.199997	78.400002	192.500000	192.000000	14641502.0	14881950.0	4311136.0	2.873101e+06	9803021.0	5273.430176	527343.0	False	NaN	Compliant	NaN	429.12	1.51
98	147	2016	NonResidential	Hospital	Swedish Ballard	5300 Tallman Ave NW	Seattle	WA	98107.0	2767703875	6	BALLARD	47.66737	-122.37956	1954	4.0	5	285333	0	285333	Hospital (General Medical & Surgical), Parking	Hospital (General Medical & Surgical)	302661.0	Parking	148865.0	NaN	NaN	NaN	14.0	225.000000	157.300003	479.500000	251.800003	68090728.0	47602720.0	0.0	1.032743e+07	35237205.0	328535.125000	32853512.0	False	NaN	Compliant	NaN	1990.50	6.98
100	163	2016	Nonresidential COS	Other	Fire Station 10/FAC/EOC	105 5th Ave S	Seattle	WA	98104.0	5247801465	2	DOWNTOWN	47.60112	-122.32785	2006	1.0	4	61156	0	61156	Office, Other	Other	42755.0	Office	29219.0	NaN	NaN	NaN	NaN	130.100006	132.699997	338.299988	337.100006	9363374.0	9550716.0	0.0	2.036128e+06	6947270.0	24161.041020	2416104.0	False	NaN	Compliant	NaN	176.75	2.89

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Decimal Number

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Decimal Number

Other Punctuation

Space Separator

Dash Punctuation

Close Punctuation

Open Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Decimal Number

Other Punctuation

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks